PORTFOLIO

NLP

• LLM models (Creating From scratch/ fine tuning/ inference)

• Develop Search engine with AI NLP Model for querying database

• Creating Chatbot using OpenAI ChatGPT API

• Key phrase extraction

• Topic Modelling

• Sentiment Analysis for Twitter and reddit data

• Computational Linguistics Analysis

Computer Vision

• Satellite Data Image Processing at scale

• Image to Text extraction (OCR + Computer Vision and Enhancement)

• Generative Adversarial Networks (GANs) for generating images

• Nutrient extraction from Recipe images (OCR + Computer Vision and Enhancement)

• Ingredient Extraction from Food label images (OCR + Computer Vision and Enhancement)

• Semi Supervised Facial recognition

• Image Object identification 

AI Gaming Bots

• Football Virtual betting Model

• Deep Reinforcement Learning for AI Poker Bot

Speech

• Speech2Text Transcription Model for Minutes of Meeting creation

Time Series

• Predicting Company Sales with Facebook's Prophet AI

• Predicting 10,000 User spending series concurrently

Finance

• Stock option price prediction Model

• Python Stock Trading Application

• Reinforcement Learning for Stock price prediction

• Insurance Product Cross Selling Model

• Insurance Procurement Spending Optimization

Recommendation Engine

• Recommendation Engine for search engine to recommend relevant queries

• Deep Reinforcement Learning Recommendation Engine for News Articles

• Recommendation Engine using Text data for Telegram Channels

• Recommendation Engine for recommending best articles to users

Others

• Parallel Computing: Training ML Models in parallel with Multiprocessing  

• Genetic Algorithms for Model Optimization

• Customer Attrition Model