Projects

Supervised and Unsupervised Learning

• Diabetes-Progression-Prediction-with-Regression: This application predicts the progression of diabetes based on various health factors. It's built with Python and Streamlit, and can be run locally, in a Docker container, or deployed with Kubernetes click here.

Reinforcement Learning

Natual Language Processing

Computer Vision and Image Processing

• Real-Time Emotional Analysis and Visualization:

Generative Deep Learning

• Single-Block-Autoregressive-Text-Gen (next word prediction): This Streamlit app showcases a compact GPT-based autoregressive language model It's built with Python and Streamlit, and can be run locally, in a Docker container, or deployed with Kubernetes click here.

Large Langauge Models

• Fine-tune Mistral-7B-Instruct-v0.2 with Q-LoRA for chat⚡️: finetuning mistralai/Mistral-7B-Instruct-v0.2 open source LLM model for conversational usecase click here
• graph rag with neo4j resume search poc: A proof-of-concept integrating Neo4j graph database and LangChain to enable intelligent resume search through graph relationships and retrieval-augmented generation. Built with Cypher query engine. click here

Data Engineering

Devops

• basic docker and kuberenetes deployment of ml model: click here