Supratim Haldar
Manager - Data Science at Head Digital Works Pvt. Ltd. (Cricket.com, Fanfight.com, Ace2Three.com)
Bangalore, India
- * Working as a Data Scientist at Head Digital Works Pvt. Ltd., a pioneer in online gaming with a rich portfolio of cricket.com, fanfight.com and ace2three.com. At present, leading the Data Science team of cricket.com.
- * Design and develop Criclytics, a predictive model framework to predict outcome of cricket match and performance of players.
- * Work with engineering team to build and deploy the predictive models as API.
- * Earlier, worked as a Solution Architect for Oracle Corporation, building products with advanced predictive capabilities.
- * Sound knowledge of Statistics and Machine Learning Algorithms.
- * Ranked among top 10% answerers on Python in StackOverflow.
- * Hobbies: Cycling, running, photography and reading.
- * Trivia: The profile picture on the left is generated with my implementation of neural-style-transfer algorithm, transferring style from Vincent van Gogh's famous self-portrait to my photograph 😊
In-depth understanding of key ML and DL algorithms
Python (including Numpy, Scipy, Pandas, SKLearn)
Deep Learning, inclusing Tensorflow and Keras
Visualization: Matplotlib, Seaborn etc.
Database: SQL, NoSQL
Customer and Marketing Analytics
R (Including tidyverse and tidytext)
Natural Language Processing
Statistics and Probability Theory
Communications and Soft Skills
Project Portfolio
Cricket Result Predictor
Machine Learning
DeepArtist : A Deep Learning Model
Deep Learning
DeepArtist AI Bot
Deep Learning
An implementation of Neural Style Transfer
Deep Learning
What's happening on the roads of Bangalore?
Data Analysis
Movie Recommender System using Collaborative Filtering
Machine Learning
Why are Telecom CSP's customers leaving?
Machine Learning
Movie Recommender System using Content-Based Filtering
Machine Learning
Implementation of key Machine Learning algorithms
Machine Learning
Scraping data from websites, using Python and BeautifulSoup
Machine Learning
Blogs
Blog
What's up with traffic on the roads of Bangalore?
A visual analysis of traffic related incidents on roads of Bangalore ... Read More
Posted on 04 Feb, 2019
Tutorial
Neural Network with Tensorflow : How to stop training using callback?
Often, when training a very deep neural network, we want to stop training ... Read More
Posted on 18 Mar, 2019
Blog
Batsmen in CPL: A Cluster Analysis
A mathematical analysis throws up some interesting results on ... Read More
Posted on 18 Aug, 2020
Blog
5 key (and a bonus) learning from execution of projects in data science
A gist of what I learnt over the years from executing many projects on data ... Read More
Posted on 03 Jul, 2021
Contact
If you liked any of my projects or articles, if you would like to share a few words of feedback, comment or suggestion, or just to say Hi, please feel free to drop me a line anytime.
Current Location
Bangalore, Karnataka, India