AI Financial Intelligence Platform
AI-powered platform for financial data analysis, LLM-driven sentiment scoring, earnings call summarization, and automated investment insights.
PythonFastAPILangChainOpenAIpandas
★ 1GitHub ↗
Projects & case studies
Things I've built end to end, from data pipelines and models to deployed apps, and the decisions behind them.
ML Pipeline Monitor
Automated monitoring system for ML pipelines — tracks data drift, pipeline health, model performance metrics, and alerts on anomalies.
PythonFastAPIDockerPostgreSQLGrafana
★ 2GitHub ↗
FIFA World Cup Prediction 2026
Predictive models for FIFA World Cup 2026 match outcomes using Elo ratings, historical team performance, and tournament simulations.
Pythonscikit-learnpandasNumPymatplotlib
Bengal Election Prediction 2026
ML-based prediction model for Bengal state election outcomes using polling aggregation, historical voting patterns, and demographic data.
Pythonscikit-learnpandasNumPy
★ 2GitHub ↗
IPL Winner Prediction 2026
ML model predicting IPL 2026 cricket tournament outcomes using historical match data, player statistics, and ensemble methods.
PythonXGBoostscikit-learnpandasNumPymatplotlib
★ 60GitHub ↗
RAG Pipeline with NoSQL
Retrieval-Augmented Generation pipeline for querying documents with LLMs, backed by a NoSQL vector store for semantic search.
PythonLangChainOpenAIMongoDBFastAPI
★ 3GitHub ↗
Air Quality Forecasting
EDA and time-series forecasting of Delhi air quality data using statistical models and ML-based approaches for pollution trend prediction.
PythonpandasstatsmodelsProphetmatplotlibNumPy
NoSQL vs SQL Benchmark
Query latency benchmarking across NoSQL (MongoDB, Redis) and SQL (PostgreSQL) — comparing read/write performance under varying workload patterns.
PythonPostgreSQLMongoDBRedispandas
Model Drift Detection Dashboard
Interactive dashboard for monitoring model drift, data distribution shifts, and performance degradation in production ML systems.
PythonStreamlitscikit-learnpandasplotly
Climate Sentiment Analyzer
NLP pipeline for analyzing sentiment in climate news articles using transformer-based models and VADER lexicon analysis.
PythonHugging FaceTransformersNLTKpandas
Multi-Agent Research Team
Autonomous multi-agent system where specialized LLM agents collaborate to research topics, gather evidence, and produce synthesized reports.
PythonLangChainOpenAIFastAPIasyncio
Unified XAI Framework
Unified explainability framework for multiple ML models using SHAP, LIME, and attention-based visualization for model interpretability.
PythonSHAPLIMEscikit-learnPyTorchmatplotlib
Distributed LLM Council
Distributed system of LLM agents that deliberate, debate, and reach consensus on complex queries through structured reasoning and voting.
PythonLangChainOpenAIasyncioFastAPI