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Indranil Chandra's Projects

age-gender-predictor icon age-gender-predictor

Age-Gender-Predictor is a project to predict the age and gender of any person detected in the frame of any image or video stream.

bevhance-analytics icon bevhance-analytics

Bevhans is a Complete end-to-end Supply Chain Eco-System to drive sales by identifying Key Performance Indicators.

datascience-project-governance-framework icon datascience-project-governance-framework

Data Science Project Governance Framework is a framework that can be followed by any new Data Science business or team. It will help in formulating strategies around how to leverage Data Science as a business, how to architect Data Science based solutions and team formation strategy, ROI calculation approaches, typical Data Science project lifecycle components, commonly available Deep Learning toolsets and frameworks and best practices used by Data Scientists. A lot of research is happening all around the world in various domains to leverage Deep Learning, Machine Learning and Data Science based solutions to solve problems that would otherwise be impossible to solve using simple rule based systems. All the major players in the market and businesses are also getting started and setting up new Data Science teams to take advantages of modern State-of-the-Art ML/DL techniques. Even though most of the Data Scientists are great at knowledge of mathematical modeling techniques, they lack the business acumen and management knowledge to drive Data Science based solutions in a corporate/MNC setup. On the other hand, management executives in most of the corporates/MNCs do not have first hand knowledge of setting up new Data Science team and approach to solving business problems using Data Science. This framework intends to help bridge the above mentioned gap and provide Executives and Data Scientists with a common ground around which they can easily build any Data Science business/team from ground zero.

diagrams icon diagrams

:art: Diagram as Code for prototyping cloud system architectures

diy_faceshields_covid19 icon diy_faceshields_covid19

We are a group of makerspaces around India trying to manufacture and distribute Face Shields to healthcare practitioners and essential service providers across the country.

fashion-item-recommendor icon fashion-item-recommendor

For each user of the client's e-commerce website, predict 10 relevant items from the items protfolio that the user may be interested in and hence help in increasing client's engagement with the users.

gaze-tracker icon gaze-tracker

Gaze-Tracker is an application to estimate posture of an individual using Geometrical and Computer Vision algorithms.

godrej-cooking-aid-probe icon godrej-cooking-aid-probe

Godrej Cooking Aid Probe is a temperature probe used to monitor temperature of the food while cooking and synchronise with Godrej Cooking Aid Android Application in real-time to provide an entire Cooking Aid eco-system. Cooking Aid Android Application is available @ https://github.com/Vaibhav-Yengul/Godrej-Cooking-Aid

jobdescription-keywords-extractor icon jobdescription-keywords-extractor

JobDescription-Keywords-Extractor aims to extract important keywords (topics) from any given job description posted online for better search engine optimization (SEO) using Topic Modeling techniques. It can also be used to build a Resume Screening Tool where any given resume would be matched against the topics extracted from JD_Keywords_Extractor.

ml101-codelabs icon ml101-codelabs

# ML101 ML101 is a Machine Learning series conducted by me for beginners to get them started with Mathematics of Machine Learning / Deep Learning and their implmentation in Python. This repo is a collection of few example codes of basic ML/DL algorithms (from different sources on the Internet).

money-laundering-detector icon money-laundering-detector

Money Laundering Detector is to prove the hypothesis that a solution powered by Machine Learning and Behaviour Analytics will find… -> currently invisible transaction behaviour -> aberrations in transactions -> reduce review operations cost by lowering the number of False Positive alerts without using current framework of static rule based alert generation process.

nested-cross-validation icon nested-cross-validation

Nested cross-validation for unbiased predictions. Can be used with Scikit-Learn, XGBoost, Keras and LightGBM, or any other estimator that implements the scikit-learn interface.

open-datasets icon open-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

opencv icon opencv

Open Source Computer Vision Library

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