Projects

A collection of my recent work and contributions

Featured Projects

Featured • Research Paper

Cyberbullying Amplification

IEEE-published research paper on ML models detecting cyberbullying on Twitter and how tweet engagement metrics amplify it.

Machine Learning SVM Naive Bayes Twitter API

View Paper

Featured • Copyrighted by Govt. of India

MedsXplore

Users upload images of medications (pills/strips/syrups) and get back detailed medical info, powered by OCR and search APIs.

OCR Azure Flask Web App

View on GitHub

Featured • Big Data

Stackoverflow NLP Analysis

Processed 30 GB of StackOverflow posts using PySpark NLP and Spark ML. Achieved 95%+ accuracy across 50 logistic regression models to uncover user trends and engagement patterns.

Feature Engineering Spark ML Spark NLP EDA Big Data Visualization GCP

View on GitHub

Featured • RAG System

AskADS

A domain-specific conversational AI that retrieves and answers student queries using official Applied Data Science program documents through a grounded retrieval-augmented generation pipeline.

RAG LLMs LangChain Chroma FAISS SpaCy Streamlit FastAPI

View on GitHub

All Projects

Ask-Lumi

A multimodal AI assistant combining retrieval-augmented generation with text and image embeddings to deliver accurate, grounded, context-aware responses across documents and visual content.

RAG LLMs Multimodal AI FAISS Chroma LangChain Streamlit FastAPI

View on GitHub

Law GPT

AI-driven legal chatbot with multilingual support. Uses RAG and ChromaDB to answer Indian law queries in simplified language.

LLM RAG Ollama ChromaDB Voice Assistant Multilingual Support

View on Kaggle

Network Traffic Patterns

Applied supervised and unsupervised ML (e.g., Isolation Forest) to detect malicious vs. benign network traffic and identify anomalous behavior in cybersecurity data.

Feature Engineering ML Anomaly Detection EDA Data Analysis Visualization

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FairHire

An AI fairness auditing framework that evaluates bias in hiring models using statistical metrics and explainability techniques to support transparent, compliant, responsible automated decision-making.

Fairness Bias Auditing ML XGBoost Scikit-learn Explainability MLflow

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AI Industry Transformation

Performed NLP on 200K+ AI-related articles from Goldman Sachs data to uncover AI impact across industries, tracking trends, risks, and adoption success stories.

NLP Topic Modeling BERT EDA Data Analysis Visualization

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Job Recommendation System

Developed a job-resume matching engine using factorization-based recommendation models. Matches top candidates to jobs and vice versa with high accuracy.

Recommender NLP ML Factorization Streamlit Visualization

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Data Insights Lab

Web app that lets users perform machine learning tasks like preprocessing, classification, regression, and clustering without writing code.

Python Flask ML AutoML Visualization

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Smart AI Chat

Web tool to upload PDFs/CSVs and get instant answers using document QA pipeline. Built with Streamlit and NLP libraries.

Document QA PDF Parsing Streamlit Python

View on GitHub