LoRA Finetuning
This repository contains utilities to augment ARC-AGI grid tasks, visualize them, and fine-tune LoRA models using the Tinker API.
GithubHi, I'm Swanand
Machine Learning Engineer
I'm passionate about building intelligent systems and scalable products. With experience across ML research, distributed systems, and full-stack development
Contact MeMy Journey
Master's in Computer Engineer
Stony Brook University
2025 - Present
Software Engineer
Jaguar Land Rover
2023-2025
Undergraduate @ IIT Bombay
2019-2023
Projects
Most recent workPowerful Document RAG
A powerful document Q&A application that leverages RAG and local LLMs for comprehensive answers. Built with RAGLite for document processing and retrieval, and Streamlit for an intuitive chat interface.
GithubMini DynamoDB
A minimal, simulation of Amazon Dynamo-style key-value store featuring consistent hashing, partitioning, replication and vector clocks.
GithubDiffusion Model for Image generation
My attempt to implement the steps mentioned in the foundational DDPM paper. I used U-Net as the denoising network, inspired from stable diffusion.
GithubMulti-Agent Deep Research
An AI-powered multi-agent research assistant that automates deep literature reviews and report generation using language models and orchestration.
GithubDeep Reinforcement Learning for 2048
Implemented Deep q-leearning to create an Agent to play the 2048 using Deep Q-learning
GithubSkills
My technical levelMachine Learning
RAG
AGENTS
FINETUNING
LANGCHAIN
LANGGRAPH
ETL
REINFORCEMENT LEARNING
PYTORCH
TENSORFLOW
Fullstack
REACT
TYPESCRIPT
NODE.JS
DJANGO
AWS
GCP
POSTGRESQL
DYNAMODB