The Archive

Fund Analyst News Pipeline

A multi-agent news pipeline for a ten-stock watchlist. It polls financial news and exchange filings around the clock, filters the noise cheaply, and for the handful of stories that survive writes a bull case and a bear case against the fund's own thesis. It stops there on purpose: a considered view, not a recommendation.

Proof439 articles fetched · 112 duplicates collapsed · 11 events surfaced, across 12 live sources

KnowledgeHub

A live multi-document RAG assistant with persistent chat memory. Upload PDFs, text, or Markdown, ask questions across a whole workspace, and every answer cites back to the exact characters it came from. Built from scratch as the production successor to NotebookRAG, porting what worked and rebuilding what didn't.

Proof464 tests (377 backend, 87 frontend), all green in CI, zero API keys required to run them

Project Abyssa

An agentic incident-resolution platform built evaluation-first: a LangGraph pipeline traces an incident to its root cause, writes a fix, and proves it against the repo's own tests in a Docker sandbox before anything ships.

Proof~8-9/10 testable incidents sandbox-confirmed resolved on a 16-incident curated bench, zero silent failures

NotebookRAG

A hybrid-search RAG pipeline with the evaluation built in. It fuses dense and BM25 retrieval with weighted RRF, reranks with an LLM, checks every claim against its citations, and refuses to answer instead of making something up. A cross-model LLM-as-judge harness grades the results.

Proof0.919 correctness · 0.992 faithfulness · 1.00 retrieval hit rate

QuantScope

A research-grade financial intelligence platform with live market data, feature engineering, ML trading signals, backtesting, and forecasting in one dashboard.

Proof500-permutation Monte Carlo test, p-value per strategy

Beacon Outreach

An agentic pipeline that researches a B2B prospect's digital footprint and writes a personalized cold email opening line. A LangGraph state machine runs the research and an LLM judge grades every draft before it ships.

AI-Powered Smart Lighting System

A cybersecurity microservice for smart lighting networks that runs parallel DDoS and malware detection agents over live telemetry and scores incident severity in real time.

FixFlow AI

A multi-agent platform that takes a software incident from GitHub or Slack all the way to a validated fix. It builds a code knowledge graph, generates a minimal patch, and tests it in an isolated Docker sandbox before handing off a report.

SatyaScan

A browser extension that checks web pages and images for misinformation in real time, including deepfake detection and error level analysis for manipulated images.

Network Log Analysis

A DDoS detection pipeline built on the Hadoop ecosystem. Kafka streams live traffic, Spark and a scikit-learn model analyze it, and HBase stores the resulting alerts.

Cyberthreat Hunting Using LLM

A comparison of fine-tuning and prompting strategies for using large language models to detect network threats like DDoS and SQL injection, with a web interface for analysts.

GyaanSetu

A learning app for deaf and non-verbal students that teaches alphabets, numbers, and basic math in Gujarati and English, with Indian Sign Language integration. Built for Smart India Hackathon 2024.