Projects
A collection of my work across AI, machine learning, data engineering, business intelligence, and full-stack development.
AI & LLM Projects
Exploring large language models, vector search, and AI agents using LangChain, OpenAI, and RAG pipelines.
PrepMe – AI-Powered Interview Platform
Built a responsive web platform using Next.js, Vapi AI, and Gemini that simulates real-time mock interviews with voice agents and provides instant feedback and transcripts.
SupportBot – AI-Powered Customer Assistant
Developed a multi-agent chatbot using LangFlow and RAG, capable of resolving order tracking, FAQs, and product queries with 92% automation accuracy.
AI Agent Benchmarking Tool
Compared performance of CrewAI, Phidata, and Autogen for financial data extraction. Benchmarked agents based on latency, precision, and cost using real stock data from YFinance.
Machine Learning Projects
Classical ML models built with scikit-learn, XGBoost, and evaluation pipelines for structured datasets.
Credit Card Approval Prediction
Built classification models including Logistic Regression and Random Forest to predict approvals based on applicant data. Achieved up to 96% accuracy.
California Wildfire Risk Prediction
Used weather and vegetation data to train Random Forest and XGBoost models in R. Reached 89% accuracy for predicting high-risk zones.
Data Engineering Projects
ETL pipelines, PySpark jobs, Snowflake workflows, and data orchestration with tools like Airflow.
Spotify Listening ETL Pipeline
Pulled and processed over 10K+ streaming records from Spotify API. Modeled genre trends, time-based clusters, and visualized usage via Power BI.
Customer Data Lakehouse Pipeline
Engineered a modular PySpark pipeline for clickstream logs, storing outputs in Delta Lake on AWS S3 and enabling low-latency Spark SQL queries.
Logistics & Fulfillment Data Pipeline
Built an ETL pipeline to clean and load simulated retail logistics data into Redshift, optimizing dashboard latency by 40%.
Business Intelligence & Dashboards
Dashboards built in Tableau & Power BI, SQL-based KPIs, and interactive reporting solutions.
AI Stocks Performance Dashboard
Built an automated ETL system to pull data from Yahoo Finance API, store results in S3, and visualize stock trends in Tableau.
Marketing Campaign Analysis Dashboard
Analyzed campaign effectiveness using SQL and Excel, segmented user behavior, and visualized KPIs across regions and channels in Power BI.
Operational Efficiency Dashboard (Retail)
Used Power BI to track revenue, inventory turnover, and staffing metrics across multiple retail branches.
Yelp Review Analytics
Processed over 7M reviews, loaded data into Snowflake, and built dashboards to identify sentiment trends and top-rated businesses.