The Broadsheet
Ronak Ajwani
Full-Stack AI Engineer · Mumbai
Every project is filed in full, shipped products and experiments alike. Read them live, or as a recorded walkthrough.10 entries on file
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
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
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
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.
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.
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.
A browser extension that checks web pages and images for misinformation in real time, including deepfake detection and error level analysis for manipulated images.
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.
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.
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.
End of file · 10 entries
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