Name: Sohom Ghosh
Type: User
Company: Fidelity Investments | Jadavpur University
Bio: Sr. Data Scientist | Financial Natural Language Processing Researcher | Deep Learning, Machine Learning & AI | Large Language Models
Twitter: sohom1ghosh
Location: Bangalore, India
Blog: https://sohomghosh.github.io/
Sohom Ghosh's Projects
RecSys Challenge 2016: job recommendations
I shall be documenting my learnings from AI-Saturdays Delhi chapter here.
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
Java Codes
Solution to practice problem titled BigMart-Sales-Prediction---2 hosted by Analytics Vidhya (http://datahack.analyticsvidhya.com/contest/practice-problem-bigmart-sales-prediction)
Solutions to https://datahack.analyticsvidhya.com/contest/data-science-hackathon-cross-sell-target-the-right/
Outline of solutions to https://datahack.analyticsvidhya.com/contest/avdatafest-rampaging-datahulk/ . Feature Engineering & parameter tuning is yet to be done
Solutions to Data Hackathon Knocktober by Analytics Vidhya : https://datahack.analyticsvidhya.com/contest/knocktober-2016/
Solutions for https://datahack.analyticsvidhya.com/contest/mckinsey-analytics-hackathon/
Solutions to Mini-Hack organised by Analytics Vidhya (https://datahack.analyticsvidhya.com/contest/minihack-machine-learning/)
Solutions to MLWARE1 organised by Analytics Vidhya (https://datahack.analyticsvidhya.com/contest/mlware-1/)
Solutions of The Quick Solver - Analytics Vidhya - Machine Learning MiniHack https://datahack.analyticsvidhya.com/contest/avdatafest-the-quicksolver/
The most cited deep learning papers
Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10
PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper
Our paper is titled "NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Networks for better Cause-Effect Span Detection".
Code for causality extraction.
Dual LSTM Encoder for Dialog Response Generation
Essential Cheat Sheets for deep learning and machine learning researchers
A complete computer science study plan to become a software engineer.
Clustering of companies based on their names
A repository for computer vision applications - image classification, multi label classification, object detection and image segmentation
fast.ai Courses
List of Computer Science courses with video lectures.