Featured Projects

A collection of things I've built

10 projects across AI, Healthcare & Data Engineering

Gen AI / LLMs

LangChain EDA Assistant

Chatbot for natural language interactions with SQL databases, enabling real-time visualization and data exploration insights.

PythonLangChainOpenAIStreamlitPlotly
Architecture
System Architecture
Gen AI / LLMs

Multimodal Food Recommendation RAG

RAG system combining text and image understanding for personalized recipe suggestions with explainable AI.

PythonAWS BedrockTitan EmbeddingsFAISS
Architecture
System Architecture
Gen AI / LLMs

AI Business Assistant

Multi-step RAG pipeline with LangGraph for PDF Q&A. Supports voice input via Whisper and text chat with transparency into retrieved chunks.

OpenAILangChainLangGraphFAISSWhisper
Architecture
System Architecture
Agentic AI

ReasonFlow

Multi-agent orchestration system built on LangGraph with router-driven execution, dependency-aware parallel specialist dispatch, reflection loops, and optional human-in-the-loop approvals.

PythonLangGraphLangChainStreamlitGroqOpenAITavily
ReasonFlow Architecture
ReasonFlow Agent Architecture
Healthcare

Antibiogram Zone Detector

Automated analysis of bacterial susceptibility zones using image classification, object detection, and pixel-level segmentation.

PythonDetectron2OpenCVPyTorch
Architecture
Architecture
Healthcare

ImageTalk

Multimodal AI app for voice-based interaction over visual content using Groq, Whisper, and LLaMA for end-to-end speech understanding.

Groq APIWhisperLLaMAGradio
Healthcare

Pneumonia Detection

Deep learning pipeline using modified ResNet18 for chest X-ray classification with Class Activation Maps for visual interpretability.

PythonPyTorchResNet18CAM
Healthcare

Research Based Thyroid Nodule Classification with Explainable AI

End-to-end medical imaging review project that accepts a thyroid ultrasound still image, runs TensorFlow-based binary classification, generates a Grad-CAM attention map for interpretability, and exports the result as a DOCX report.

FastAPITensorFlowHugging Face HubNumPyOpenCVMatplotlib
Thyroid nodule classification pipeline
Model & explainability overview
Data Engineering

AWS ETL Data Pipeline

End-to-end pipeline to manage, streamline, and analyze YouTube trending data based on categories and metrics.

PythonAWS S3GlueLambdaAthena
Architecture
Pipeline Architecture
Data Engineering

SQL Data Warehouse

Comprehensive data warehousing solution demonstrating industry best practices from schema design to actionable analytics.

SQL ServerPower BIDockerTSQL
Architecture
Warehouse Architecture