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
★ 7GitHub ↗
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
★ 4GitHub ↗
NoSQL vs SQL Benchmark
Query latency benchmarking across NoSQL (MongoDB, Redis) and SQL (PostgreSQL) — comparing read/write performance under varying workload patterns.
PythonPostgreSQLMongoDBRedispandas
★ 1GitHub ↗
Model Drift Detection Dashboard
Interactive dashboard for monitoring model drift, data distribution shifts, and performance degradation in production ML systems.
PythonStreamlitscikit-learnpandasplotly
★ 0GitHub ↗
Climate Sentiment Analyzer
NLP pipeline for analyzing sentiment in climate news articles using transformer-based models and VADER lexicon analysis.
PythonHugging FaceTransformersNLTKpandas
★ 0GitHub ↗
Multi-Agent Research Team
Autonomous multi-agent system where specialized LLM agents collaborate to research topics, gather evidence, and produce synthesized reports.
PythonLangChainOpenAIFastAPIasyncio
★ 2GitHub ↗
Unified XAI Framework
Unified explainability framework for multiple ML models using SHAP, LIME, and attention-based visualization for model interpretability.
PythonSHAPLIMEscikit-learnPyTorchmatplotlib
★ 1GitHub ↗
Distributed LLM Council
Distributed system of LLM agents that deliberate, debate, and reach consensus on complex queries through structured reasoning and voting.
PythonLangChainOpenAIasyncioFastAPI
★ 1GitHub ↗