Portfolio

Featured Work

A selection of projects I've built and shipped — from ML pipelines to data platforms.

QLoRA Fine-Tuning with EQ-bench 3

QLoRA Fine-Tuning with EQ-bench 3

Fine-tune an open-weights LLM into an empathetic best-friend assistant and show measurable gains on EQ-Bench 3. Train with multi-objective SFT using auxiliary emotion and support-strategy heads, then optionally run DPO for alignment. Provide quantitative improvements and brief qualitative insights

QLoRAfine-tuningLLMEQ-benchinstruction-tuningPython
Diabetes Risk Prediction Chatbot

Diabetes Risk Prediction Chatbot

An intelligent chatbot that predicts diabetes risk based on user inputs and provides health interventions.

healthcare-aimedical-chatbotflasklanggraphollamaqdrantmachine-learningrisk-predictionLogistic Regressionvector-databasepostgresqlpythonai-screeningInterventions
AIRES: AI Resume Screening System

AIRES: AI Resume Screening System

Aires is an intelligent resume screening application that leverages OpenAI's GPT models to automate candidate evaluation and shortlisting.

AI Resume ScreeningPythonOpenAI GPT-3.5ChainlitDocument ProcessingHR Automation
TensorflowJS ReactivAI

TensorflowJS ReactivAI

Neural network–powered face detection, emotion classification, voice analysis, and engagement scoring — running 100% client-side via WebGL-accelerated TensorFlow.js.

CNNTensorFlow.jsweb-mlclient-sidejavascriptinteractive-demoreactivai