GenAI agents

Ollama setup integrated with tools via MCP

Hands on experience with LangChain - Prompts, Memory Buffers, Agents

Containerized Airflow and MySQL setup with Docker to retrieve data via API call and save it to an S3 bucket.

Containerizing a Machine Learning (ML) application

Utilized attention incorporated UNet model for conditional image generation using Flow Matching with Conditional Optimal Transport Objective

Applied various Reinforcement Learning (RL) algorithms to determine the optimal policy for diverse Markov Decision Processes (MDPs) specified within the OpenAI Gym library

Performance analysis of several Machine Learning Models on the task of Sentiment Analysis

Story Generation along with Visuals

Checking the scalability of a data pipeline involving MySQL, Spark and Machine Learning Models using Latency.

External Knowledge Infusion using INCIDecoder into BERT for Chemical Mapping

Persona Styled Recipes are generated given a list of ingredients

Solutions to some of the LeetCode coding problems

Investigating the affect of Brain-Inspired features on CNNs (for the task of Image Classification)

Solving Sudoku using Backtracking with Inferences - AC3, Naked Pairs and Hidden Pairs

Large Language Model performing a binary classification task of detecting whether a sarcastic sentence was by a Human or an AI

A* star search algorithm implemented in Python to solve Travelling Salesman Problem using MST Heurisitcs

Continuation of NaturalLanguage-To-AADL project. Incorporated more features to make the conversion more robust

NLP and Compiler Construction for the task of converting English language specifications to AADL Model

A compiler to convert C into a language inspired by Java

Voting System allowing the voters to cast their vote for respective candidate in an online fashion

Implemented a flight booking system with GUI consisting of inbuilt flight dataset

Neural Architecture Search for Convolutional Neural Networks using Reinforcement Learning