Data Science Solutions

Staying at the forefront of emerging technologies, MindInventory stands as your premier data science consulting and custom solutions provider. Our seasoned team of data scientists possesses a wealth of expertise in employing advanced statistical methodologies, navigating intricate neural and non-neural networks, and leveraging diverse ML techniques.

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15+
Data Scientists
20+
Projects Delivered
90%
Talent Retention Rate
100%
Refund Policy*
data science Developer
Trusted BY 1600+ Happy Clients, Including Fortune 500 Companies

Harness The Power Of Data Science With Our Services

Using data science can be tough because of scattered and messy data, a shortage of data science expertise, and the overwhelming choices of tools, practices, and standards required for training and deploying models. Utilise Mindinventory’s Data Scientists’ to over come this problem.

Data Strategy Consulting

Every business is unique, and so is their Problem statement for data science solutions. Our expert data scientists take a custom approach to understand your unique needs and provide a solution to your unique business challenges, ensuring that you derive maximum value from your data.

Data Collection and Preprocessing

At MindInventory, we utilize tools and technologies including web scraping, cloud data collection platforms, and Web APIs to gather data tailored to the unique challenges for your business. Using our experience working with MongoDB, PostgreSQL, MySQL etc we make sure your data is clean, relevant, and ready for analysis.

Predictive Analytics and Machine Learning

At MindInventory, our data experts use latest tools like Python, Scikit-learn, TensorFlow, and PyTorch to turn your old data into meaningful insights. which helps you make better data driven decisions and understand the patterns about customer journey or issues in your production pipeline.

Data Visualization and Business Intelligence

We understand how important dashboards are for businesses today. We use advanced tools like Tableau, Power BI, and Google Data Studio etc to make complex data easy to understand & mix beautiful visuals with practicality, creating dashboards that not only look great but also help with making better business decisions quickly.

Natural Language Processing (NLP)

From sentiment analysis and text classification, chatbots and language translation or text to speech solution we utilise the power of NLTK, spaCy, and BERT etc to help businesses understand customer feedback, automate customer service, and gain insights and convert complex information to a natural language for everyone to understand.

Big Data Solutions

MindInventory Data Scientist work with tools like Hadoop, Spark, and NoSQL etc to create custom solutions that make huge amounts of data useful for improving customer service, streamlining operations, and finding new ways to make informed decisions while utilising our expertise.

Data Warehousing

Our Data Science Experts specialize in utilizing top tools like Amazon Redshift, Google BigQuery, Snowflake, and Microsoft Azure Synapse Analytics etc to build data warehouses that not only store vast amounts of data securely but also ensure it’s structured in a way that makes it easily accessible and analyzable.

Data Mining and Data Scrapping

We offer wide range of services related to data mining and data scrapping. Our experts uses advanced tools and libraries to extract valuable insights from vast amounts of data using Python’s Scrapy, BeautifulSoup, and Pandas for web scrapping and data processing. We also utilize R for statistical analysis and machine learning algorithms, as well as SQL and NoSQL databases for storing and managing data.

Ready To Revolutionize Your Business Landscape With Data Science?

MindInventory is your ideal data science consulting company with a dedicated team of data scientists who will help you define world-class data solutions, solving your challenges.

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  • NDA 100% NDA-protected contract
  • resource 100% resource substitution*
  • hiring models Flexible hiring models
  • refund policy 100% refund policy*

Amazing Data Science Projects We Are Working On

Explore a range of ongoing Data Science projects, from fundamental to groundbreaking, that are poised to transform the operational dynamics of our clients' businesses.

ongoing

An automated ETL solution that transforms data from diverse sources into structured formats and stores it in Firestore, streamlining workflows for efficient data integration and management.

  • GCP - Cloud Functions for serverless execution
  • GCP - PubSub for data pipeline execution
  • GCP - Firestore for NoSQL database operations
  • GCS Bucket for ETL processing
  • Pandas for data cleaning and standardization
ongoing

An automated and secure data pipeline solution that ensures on-time and safe transfer of data from Firestore to BigQuery without missing a bit for detailed analysis, reporting, and business intelligence.

  • GCP - Cloud Scheduler for automated backup pipelines
  • GCP - Dataflow for data transfer between Firestore and BigQuery
  • GCP - Firestore for primary database management
  • GCP - BigQuery for database operations
ongoing

An ETL pipeline leveraging Apache Airflow to orchestrate data workflows across hybrid cloud environments, extracting data from MySQL, transforming it with PySpark, and storing it in a PostgreSQL data warehouse for reporting and analytics.

  • Apache Airflow for workflow orchestration
  • MySQL as source database for data extraction
  • PySpark for data transformation and cleaning
  • PostgreSQL for structured and transformed data storage
  • Docker for containerized pipeline deployment
ongoing

A real-time ETL pipeline that captures streaming data from IoT devices, processes it in real-time using Kafka Streams, and stores it in Amazon Redshift for analysis and reporting.

  • Apache Kafka for streaming data ingestion and real-time processing
  • Kafka Streams for streaming data transformation and enrichment
  • Amazon Redshift as a data warehouse for analytics and reporting
  • Grafana for data visualization
ongoing

An ETL pipeline designed to process large datasets in a data lake setup, using Google Cloud services to transform raw data into structured formats and analyze it with BigQuery.

  • Google Cloud Storage for raw and intermediate data storage
  • Google Dataflow for data transformation and processing
  • Google BigQuery for processed data storage and analysis
  • Looker Studio (formerly Data Studio) for interactive data visualization

Additional Data Science Services We Provide

As a data science development company, we blend cutting-edge techniques, machine learning models, and statistical methodologies. Utilizing all, we provide bespoke solutions that help elevate your business intelligence.

Data Collection & Preparation

Web scraping

Data extraction

Data cleaning

Data integration

Data transformation

Data profiling

Data normalization

Data enrichment

Data quality assessment

Data preprocessing

Data Analysis & Modelling

Predictive modeling

Machine learning

Statistical analysis

Text mining

Image recognition

Time series analysis

Cluster analysis

Regression analysis

Anomaly detection

Network analysis

Data Interpretation & Visualization

Data visualization

Dashboards and reporting

Data storytelling

Exploratory data analysis

Insights generation

Geospatial analysis

Sentiment analysis

Social media analytics

Customer segmentation

Recommendations systems

Our Successful Data Science Projects

Explore our latest projects as testaments to our commitment to delivering transformative data science solutions.

Hire Your Project-specific Data Science Team

churn prediction for telecom
Churn Prediction for Telecom
  • dplyr
  • Tableau
  • Matplotlib
  • ggplot2
Team Composition
  • + 1 Business Analyst
  • + Backend Engineer
  • + Data Scientist
  • + 1 UI Designer
recommendation engine
Recommendation Engine
  • Python
  • MongoDB
  • Apache Spark/Hadoop
  • TensorFlow
  • Django
Team Composition
  • + Data Scientists
  • + Backend Developer
  • + Database Administrators
  • + ML Engineers
  • + DevOps Engineers
  • + Business Analyst
predictive maintenance
Predictive Maintenance
  • Python/R
  • Hadoop/Kafka/Spark
  • PyTorch
  • scikit-learn
  • Tableau/PowerBI
  • Matplotlib/Seaborn
Team Composition
  • + Data Scientists
  • + IoT-specific Software Engineers
  • +Database Administrators
  • +Business Analysts
data visualisation platform
Data Visualisation Platform
  • Tableau
  • Redshift
  • Apache Spark
  • NumPy
Team Composition
  • + 1 Business Analyst
  • + Backend Engineer
  • + Data Scientist
  • + 1 UI Designer
medical predictive analytics
Medical Predictive Analytics
  • scikit
  • TensorFlow
  • Jupyter
  • SQL
  • EC2
Team Composition
  • + UI/UX Designer
  • + Backend Engineer
  • + Full Stack Developers
  • + Data Scientist
bank fraud detection system
Bank Fraud Detection System
  • Hadoop
  • NumPy
  • MongoDB
  • TensorFlow
Team Composition
  • + Data Scientists
  • + ML Engineerss
  • + Front-end & Backend Engineers
  • + Business Analyst
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Why Do Businesses Need Data Science Solutions?

As one of the leading end-to-end data science service providers, MindInventory recommends businesses to invest in this data science technology to put their data to work and reap benefits in manifolds.

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Data science solutions enable businesses to utilize the power of data they gather from various digital sources to gain actionable insights into customer behavior, market trends, and more for better informed strategic choices.

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Leveraging optimized data through data science practices always helps organizations identify business opportunities and challenges and implement solutions that guide them to stay ahead in the quickly changing market conditions.

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Businesses can also leverage data science approaches to optimize processes and workloads, automate repetitive tasks and streamline operations to boost productivity and save their essential time and resources.

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When operating a business through various digital channels, having data science as a backbone enables businesses to understand their customer needs, preferences, and behaviors closely to meet their specific needs.

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Featured Insights

Explore our featured technology insights on news boards that are popular among our readers.

BLOG How Data Science Can Drive Informed Decision-Making in Your Organization?

Explore key insights and strategies to drive the full potential of data science solutions for informed organizational decision-making.

Blog How AI and ML in Business Processes are Changing the Market Landscape?

Explore the dynamic possibilities of AI/ML technology that can help to elevate your business operations and adapt to changing business landscape.

Blog How Can Your AI-driven Business Benefit From Synthetic Data?

Are you looking for specific data to train your AI/ML models uniquely? Then synthetic data is the answer! Read this blog to know the role it plays in the AI/ML landscape.

Use Cases MindInventory Cater to With Data Science Services

Utilizing the latest tools, technologies, models, and methodologies, our team of data scientists ensures to craft custom data science solutions catering to your unique needs.

conveyor_belt

We provide transportation and logistics businesses with custom supply chain analytics and management solutions, helping them predict demand, optimizing inventory levels, and improving logistics operations.

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Crafting powerful predictive analytics solutions, helping businesses predict future trends, user behaviors, and outcomes based on historical data for various applications, like sales forecasting, financial market analysis, etc.

emergency

We build dynamic route optimization solutions, leveraging ML and predictive analytics, GIS, and more methods that offer continuous adjustments and optimize routes in real-time based on changing route conditions. This benefits logistics, transportation, and delivery services.

new_releases

We understand customers' demand for everything to be personalized to their liking standards. We help online stores and digital services providers utilize the power of data gathered from their various sources to offer their customers personalized online experiences.

Leveraging advanced ML models for anomaly detection and other analytics methods, our data scientists help financial institutes implement advanced financial fraud detection and risk management use cases to offer safe online financing to users.

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Be it image analysis, video analysis, or live video analysis, we offer businesses custom computer vision solutions. We create media analysis modules that run automated visual inspection, tracking, and recognition operations with utmost accuracy, minimizing human errors.

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Utilizing our experience in working with computer vision software development solutions, we craft solutions facilitating healthcare organizations to proactively track and monitor patients' health remotely through CCTV access to avail effective treatments.

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Technical Expertise of Our Data Scientists

Our data scientists use state-of-the-art tools, technologies and methods to deliver cutting-edge data and AI solutions that modern businesses need to create better opportunities.

Languages
  • scikit-learn
  • JavaScript
  • TypeScript
  • GO
  • C++
  • Kotlin
  • SWIFT
  • Flutter
data_table Databases
  • Solarwinds
  • TeamDesk
  • Datadog
  • TablePlus
  • Aquafold
  • SequelPro
  • SentryOne
  • Navicat
  • Knack
  • FileMaker
  • SQL
  • RazorSQL
  • MySQL
  • Clounchbase
  • MongoDB
Libraries and Packages
  • NumPy
  • Pandas
  • scikit-learn
  • OpenCV
  • NLTK
  • OpenNN
  • MLJAR
  • Keras
ML Frameworks
  • scikit-learn
  • PyTorch
  • TensorFlow
  • statsmodels
cognition ML Algorithms and Techniques
  • Linear regression
  • logistic regression
  • Support Vector Machines (SVM)
  • XGBoost, Bagging
  • Clustering
  • time series models (SARIMAX, Holt-WInters exponential smoothing, LSTM-RNN)
  • K-means clustering
  • Ada-Boost
  • Ridge & Lasso Regression
code_blocks Statistical Programming Methods
  • SPSS Statistics
  • RStudio
  • JMP
  • Minitab Statistical Software
  • OriginPro
  • Base SAS
  • TIMi
  • SuiteOrange
  • GraphPad Prism
  • Stat Graphics, XLSTAT
  • Wolfram Mathematica
Web Scraping
  • Bright Data
  • Apify
  • Oxylabs
  • Zenscrape
  • Scraper API
  • Scrapestack
  • Scrapingbee
  • SCRAPEOWL
  • Agenty
  • Import.io
  • Nutch
  • Watir
  • .Celerity
  • UiPath
  • Diffbot
  • Mozenda
Neural Networks
  • Deep Neural Networks (DNN)
  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)
  • Generative adversarial networks (GAN)
  • Deep Q-network (DQN)
insert_chart Data Analytics and Visualization
  • Pandas
  • Seaboard
  • Plotly
  • Power BI
  • Tableau
  • Matplotlib
  • TensorBoard
  • Datapine
  • R-Studio
  • Python
  • My SQL
  • SAS
  • Erwin
  • Talend
  • Jenkins
  • Apache Spark
  • Microsoft Excel
  • RapidMiner
  • OpenRefine
  • HighCharts
  • Qlik
  • Sisense
  • Redash
  • Jupyter Notebook
  • Chartio
  • Looker
  • Domo
  • D3.js
  • ChartBlocks
  • Datawrapper
  • Infogram
Machine Learning
  • Amazon Lex
  • Microsoft Azure Machine
  • Learning
  • OpenNN
  • Auto-WEKA
  • Datawrapper
  • Amazon Machine Learning
  • MLJAR
  • Apache Mahout
  • Neural Designer
  • Spell
  • IBM Watson Studio
  • RapidMiner
  • Google Cloud AutoML
  • Shogun
  • KNIME
Reporting
  • Zoho Analytics
  • HubSpot Marketing Analytics
  • Integrate.io
  • FineReport
  • Query.me
  • Answer Rocket
  • SAP Crystal Reports
  • Izenda Reports
  • DBxtra
  • Datadog
  • BIRT
  • KNIME
  • GoodData
  • Phocas
  • Microsoft Power BI
  • Whatagraph
  • Oribi
  • Juicebox
data_table Cloud Platform
  • AWS Cloud
  • Microsoft Azure
  • Google Cloud Platform

Case Study

Explore how our data scientists have helped our clients leverage the potential of data to create transformative AI solutions.

squaredash
AI-based Instant Funding Platform
  • Dedicated Hire Team
  • Web Development

Squaredash, an insurance claim management firm, helps companies and individuals obtain insurance claims as early as possible.

  • account_circle 50% Reduction in claim processing time
  • verified_user 90% Reduced error rates
  • hotel_class 95% Improvement in document processing
  • add_moderator 97.5% Accuracy rate
  • award_star 99% Increase in accessibility
  • trending_up 2X Increase adoption
VIEW CASE STUDY
slipstream
AGI Programming
  • Dedicated Hire Team
  • Product Development
  • AI/ML Development

Slipstream is an all-in-app AI-based development platform that not only automates complicated decisions but also enables the creation of complete applications effortlessly.

  • trending_down 20% Reduction in code compilation time
  • group 90% Developers find it easy to adapt
  • group_add 50% Growth in the user base
  • thumb_up 40% Developer satisfaction
  • code 100M+ Lines of code generated
VIEW CASE STUDY
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Industry-focused Insights

Explore our featured content on different industries that you may find helpful.

Case Study DentalCare App - Doctor Appointment Booking App

How has MindInventory helped DentalCare to create an app simplifying dental appointment booking and record...

Podcast How AI Can Be Beneficial to Healthcare Startups?

Learn how AI is transforming the healthcare landscape and setting benchmarks with its compelling offerings...

Whitepaper A Guide to Healthcare IT Solution Development

This guide covers everything, including healthcare IT trends, app development best practices, cost estimation,...

Blog Web3 in Finance: Harnessing Decentralization

Why banking and financial institutes should invest in web3 technologies and what solutions they can invest in...

Podcast How Cloud Is Reshaping the Fintech Industry?

Let’s stream it and discover the importance of adopting the cloud for the fintech applications to reap the most...

Case Study Finnexo - A Personal Banking App

Explore how the Finnexo app’s cutting-edge branding and UI/UX design won our client’s trust and exceeded...

Blog Top Educational App Ideas 2023

With the changing technological paradigm, the education system should also evolve. Check out the latest EdTech...

Podcast How to develop a learning management system (LMS)?

Explore best practices and top considerations to build a leading-edge LMS system for your EdTech business...

Case Study Jetson - Where Students Become Entrepreneurs

How the Jetson app found success in generating a new stream to train today’s youth to become tomorrow’s...

Blog How AI is Empowering the Real Estate Industry

Check out the potential of AI in transforming the real estate industry, which can generate many business...

Podcast How to Leverage Web3 Technology in Real Estate?

Explore how Web3 evolutions, like blockchain, cryptocurrency, and NFTs are reshaping the real estate...

Success Story Snug - A Home Rental Platform

How MindInventory helped in creating Snug - a stellar web app, simplifying to rent a property in Australia...

Blog How to Implement AR in E-commerce Solutions?

Read our research on ways AR technology benefits E-commerce stores, along with applications adopted by to...

Podcast How is mamaearth following eCommerce UX Design Trends

Listen to our most-heard podcast on the UX psychology mamaearth - an eCommerce brand that follows to drive...

Case Study Cam4Sell - eCommerce Camera Store App

How the Middle Easts first camera-lover-friendly e-commerce platform with RTL support became camera...

Blog How Technology Has Reshaped the Logistics

Understand ways technology evolution enables logistics businesses to boost their productivity and earn more...

Case Study SaaS-based Transportation Management System

Read how our client achieved a 3X rise in shipment success with our developed SaaS-based TMS...

Blog 5 Features That You Must Have In Your Logistics App

Developing a logistics app for your business? Explore 5 essential logistics app features that you cannot miss out...

Blog How to Build an OTT App like Netflix?

Learn from the biggest competitors! How you can utilize Netflix’s app psychology to build the next top video...

Case Study BookMyTicket - A Movie Ticket Booking App

How a cinematic UI/UX design style of the app BookMyTicket is grabbing the attention of modern...

Whitepaper How to Build an On-demand Service App?

Building on-demand app-based business, like Uber? Here’s your takeaway guide to unveil all on-demand...

Why Choose MindInventory for Data Science Services?

Whether being the preferred choice as a data science consulting firm or a data science services company, MindInventory exceeds the expectation levels of global clients with the following value propositions.

Expertise and Experience

MindInventory brings a wealth of expertise and experience to the table. We have a team of skilled data scientists who have worked on various kinds of projects in different industries and helped clients achieve business data excellence.

Client-Centric Approaches

MindInventory ensures to involve clients at the center of everything we do. From understanding their business goals and challenges to delivering solutions around that, with the client-centric approach, we foster long-term partnerships.

Collaborative and Dedicated Support

The dedicated talents/team you hire for your project from our team, work as your remote extended team. Hence, you'll have direct contact with them during the agreed working hours for effective collaboration.

Technological Excellence

Our team of Data scientists leverage the latest tools, technologies, and methodologies suitable for the project to deliver custom solutions, keeping them at the forefront of technological advancements.

Timecrafted Deliveries

Following agile best practices and project planning with intelligent productivity tools, we smartly manage the project pace and deliver the solution within the agreed timeline while ensuring its top-notch quality.

Flexible Engagement Models

Instead of working on unwanted rigid and strict parameters, we offer our clients the flexibility to choose engagement models and switch in between based on their changing needs to ensure long-term, reliable association.

Industry-Specific Data Science Solutions We Build

Leveraging cutting-edge technologies and domain expertise, we develop data science solutions that address specific challenges and opportunities present in your industry.

cardiology
Healthcare

We develop reliable telemedicine app solutions that provide doctors and patients with a seamless interface to interact and get necessary medical advice.

  • Diagnostic Imaging AI
  • Natural Language Processing (NLP) for EMR
  • Chatbots and Virtual Health Assistants
  • Drug Discovery and Development
  • Predictive Analytics for Patient
  • Robotic Surgery and Assistance
  • AI for Mental Health
  • Remote Patient Monitoring
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Fintech

Develop a scalable individual Laboratory Information Management System to keep track of laboratory records, laboratory instrumental inventory, test result records, and much more.

  • Fraud Detection and Prevention
  • Algorithmic Trading
  • Credit Scoring and Risk Assessment
  • Chatbots and Virtual Assistants
  • Know Your Customer (KYC) Compliance
  • Predictive Underwriting in Insurance
  • Predictive Analytics for Customer Behavior
  • Cash Flow Prediction
real_estate_agent
Real Estate

Build comprehensive hospital management software to get total control over your hospital procedures with seamless staff and patient data management, deliver quality healthcare services, and improve your entity's reputation in the industry.

  • Predictive Analytics for Property Valuation
  • Predictive maintenance
  • AI based Energy Efficiency Optimization
  • Construction Safety Monitoring
  • Real Estate Market Forecasting
  • Automated Property Inspections
  • Drone Technology for Site Surveys

Whether it's optimizing prices or automating routine tasks, Hire AI engineers catering to different intricacies of retail and e-commerce businesses to build AI solutions that they need to thrive in today's digital era.

  • Personalized Product Recommendations
  • Dynamic Pricing Optimization
  • Smart Inventory Management
  • Demand Forecasting
  • AI/ML Chatbots and Virtual Assistants
  • Image/Video Recognition for Visual Search

Hire AI experts to develop solutions for the education industry, catering to the evolving needs of students, educators, and institutions, ensuring improved learning outcomes and operational efficiency.

  • Personalized Learning Platforms
  • OCR-based Exam Paper Grading
  • CV-based School Surveillance System
  • Predictive Analytics for Student Success
  • LLM-based Customized Curriculum Creation
  • CV-based Student Engagement System
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About Us

Crafting cutting-edge digital solutions with creative minds

Who We Are

A Mindful team of tech innovators bringing world-class tech ideas to reality. We embrace the power of technology to provide cutting-edge digital solutions that propel our clients toward unprecedented success.

250+

Tech Experts On-board

tech experts on-board
14+

Years Of Expertise

years of expertise
2500+

Projects Delivered

projects delivered
40+

Countries Served

countries served
What Drives Us?

Creativity is our heartbeat. We constantly challenge ourselves to further our technical prowess and help our customers to deliver exceptional customer experience.

250+

Tech Experts On-board

tech experts on-board
14+

Years Of Expertise

years of expertise
2500+

Projects Delivered

projects delivered
40+

Countries Served

countries served
Our Achievements & Certifications
clutch
star star star star star 4.6

Top IT services company

goodfirm
star star star star star 4.7

Top mobile app development company

designrush
star star star star star 4.8

Top mobile app development company

top-developers
star star star star star 5.0

Top mobile developers

Quality Management System

ISO 9001:2015 - Quality Management System

Information Securities Management

ISO 27001:2022 - Information Securities Management

AI management system

ISO 42001:2023 - AI management system

aicpa

SOC 2 Type 2

HIPAA

HIPAA

Client’s Testimonial
How Gratitude App has achieved more engagement rate of users across the age.

Erika finds MindInventory a unique and reliable team of creative designers to continue work with that has helped bring her dream app into reality, which is playing a pivotal role in helping users showcase gratitude.

Erika Migliaccio
Erika Migliaccio
United States United States
Client’s Testimonial
How a SaaS solution created by us is receiving increasing feature adoption

Ryan Miller finds MindInventory a great technology partner who exceeded his and his team’s expectations with the top-notch quality design and development deliverables of his mission-critical SaaS app development project.

Ryan Miller
Ryan Miller
United States Australia
Client’s Testimonial
How object Recognition Transformed Healthy Living

Data scientists and AI/ML engineers at MindInventory, hired by the Passio team, played a pivotal role in building the AI-powered SDKs that enable users to keep on their daily nutrition consumption and ensure a healthy lifestyle.

Dmitiry Richard Starson
Dmitiry Richard Starson
United States Australia
Client’s Testimonial
How EnneaApp is still the grosser, guiding users to learn about their personality type

A business association of 11 long years and yet counting to make the EnneaApp much better and user-centric to meet and exceed the vision to make this world a better understandable and mindful place to live in.

Elan BenAmi
Elan BenAmi
United States Australia
Looking for other Services?

Explore our other related services to enhance the performance of your digital product.

Frequently Asked Questions

Here's a list of FAQs that will help you to know more about our data science services.

In the fast-paced world where there’s a constant requirement for technical expertise and diverse skill sets, opting to hire data scientists to work as your dedicated remote talents can bring several advantages to the table:

  • Rapidly onboard data scientists with specific skill sets and experience, reducing the need for extensive training and understanding to align with company culture.
  • Offers continuous monitoring and proactive assistance in analyzing data and optimizing business processes for better outcomes.
  • Focused and committed solely to your project or tasks, delivering value.
  • With a dedicated focus on tasks, they work more efficiently and deliver quality results on time.
  • Adopted to meet changing project requirements.
  • Maintains consistent communication and collaboration throughout the project, ensuring alignment with project objectives.

Our data scientists, with experience in handling various project complexities, follow a proven approach for data science projects. It begins with understanding the problem statement, gathering data (from clients if available), conducting Exploratory Data Analysis (EDA), and cleaning and preprocessing data using data engineering best practices.

After creating data pools, they design the architecture for the machine learning (ML) system according to custom demands and train it based on the prepared datasets. Following this, they subject the ML models to testing to identify and rectify loopholes and bottlenecks. Subsequently, they proceed to integrate ML systems and models with the necessary software build or IT operations, a process also known as MLOps, to make it available for use.

Upon the successful deployment of the ML model, MLOps helps to streamline and automate the system for proactive monitoring and maintenance in a real-world production environment, enabling the utilization of advanced applications.

Our data scientists follow ethical guidelines, make algorithms transparent, and conduct regular security audits. They anonymize and de-identify data, address biases, and obtain user consent transparently. Our team follows strict security protocols and data science best practices and integrates industry-specific compliances to create fair systems, ensuring the responsible and ethical use of artificial intelligence.

Our data scientists have hands-on experience in working with the following modern tools and technologies, leveraging which they ensure to deliver top-notch data science solutions:

  • ML Frameworks: Sci-Kit learn, PyTorch, TensorFlow, statsmodels
  • Modules/Toolkits: Python, SQL, MongoDB
  • ML Models: Linear regression, logistic regression, Support Vector Machines (SVM), XGBoost, Bagging, Clustering, time series models (SARIMAX, Holt-WInters exponential smoothing, LSTM-RNN)
  • Neural Networks: Deep Neural Network (DNN), Convolutional Neural Network (CNN), Recurrent Neural Network (RNN)
  • Libraries: NumPy, Pandas, Sci-Kit Learn, OpenCV, NLTK
  • Data Visualization: PowerBI, Plotly, seaborn, matplotlib
  • Cloud Platform: AWS Cloud, Azure, GCP

Certainly, with our expertise in crafting tailored data science solutions, we assist our clients in seamlessly integrating these solutions with their existing systems. We also go the extra mile by fine-tuning the integration to ensure a smooth and cohesive user experience with the system.

With the ever-expanding use cases of data science, almost every sector can derive value from harnessing the power of data for their specific purposes. However, here are the industries that are more likely to derive the most substantial advantages from data science, which include:

  • Healthcare: to enhance patient care, optimize hospital operations, and in medical research
  • Finance: for fraud detection, risk management, algorithmic trading, personalization, etc.
  • Retail and E-commerce: optimize pricing strategies, forecast demand, manage inventory efficiently, offer personalized custom experiences, etc.
  • Transportation and Logistics: for route optimization, demand forecasting, predictive maintenance, and overall improving logistics operations efficiency.
  • Education: for personalized learning experiences, optimizing resource allocations, and enhancing overall educational outcomes.

The timeline for implementing data science solutions can vary significantly based on the complexity of the project, the size of the dataset, the scope of the analysis, and the specific goals of the solution.

The process to start your data science development and integration project with MindInventory is very simple. All you need to do is fill out the Contact Us form. You can also directly email us or message us on Skype with your requirements and project-related references or documents, if available, for quick assistance to get started with MindInventory.