Projects

Khabar AI - LLM-Powered News Aggregation Pipeline

• Engineered a multi-threaded ETL pipeline in Python to ingest real-time data from News, Finance, and Weather APIs.
• Designed a two-stage LLM architecture (Llama 3.3 and GPT OSS) to filter 90% of noise with sub-200ms latency.

Ask & See - Retrieval-Augmented Document Intelligence System

• Developed a production-ready RAG application using FastAPI, LangChain, and ChromaDB for large documents.
• Deployed containerized microservices on Google Cloud Run with environment-based configuration management.

Crop Recommendation Model

Compared ML algorithms to predict crops using weather, NPK, and rainfall.

Car Insurance Dashboard

Built dashboard analytics for insurance count, profit, and claim trends.

Website for Tribal

Built a Marathi site to help users discover government schemes by filters.

Superstore Analysis

Created Tableau and Excel analyses for sales and profit insights.

DDoS Attack Detection

Evaluated robust adversarial training with GADoT + LUCID on IDS datasets.

Vehicle Speed Detection

Estimated vehicle speed using CCTV feature extraction and tracking.

Sign Language Translator

Implemented a modified LSTM for continuous sign recognition.

Bird Species Classification

Improved robustness via adversarial training against FGSM, PGD, and BIM.

Ocular Disease Classification

Built an ensemble model for multi-class ocular disease classification.

Coffee Shop Sales Analysis

Analyzed KPIs and built Power BI dashboard for product-level insights.

Adversarial pNML

Applied adversarial pNML and training to recover model accuracy.

Sales Insights of Products

Performed SQL and Tableau market analysis for revenue trends.

RTD Signal Conditioning

Designed instrumentation circuits for calibrated RTD output mapping.

Employee Database Design

Implemented employee database schema with relational constraints.

Signature Verification

Created feature-based signature verification with distance metrics.

Audio Filtering Using Filters

Applied FFT and filters to remove noise from audio signals.