Live run with simulated API faults

Flowline

Write a business workflow as a row in Excel. Flowline turns it into a working AI agent.

• One LangGraph engine runs every workflow: an 11th workflow needs zero new Python
• Pauses to ask a person when data is missing, then resumes the same run

workflows

10

workflows

shared tools

32

shared tools

tests

76

tests

LangGraph · FastAPI · Server-Sent Events · OpenAI · Gemini · Groq · Anthropic

GENESIS

A flight simulator for synthetic biology: predicts how E. coli will behave before anything touches a lab.

• I owned the AI engine: fine-tuning HyenaDNA, a genomic foundation model
• A gene-expression model and RBS calculator feed a metabolic simulation (COBRApy)

PyTorch · HyenaDNA · ONNX Runtime · COBRApy · FastAPI

Team project with Arpit Makkar

The clinical HUD

CSQP

Tracks brain shift during surgery from the live microscope feed: a low-cost companion to intraoperative MRI.

• Locks onto tissue with OpenCV tracking and ignores tools entering the frame
• A LangGraph supervisor raises a CRITICAL SHIFT alert when strain crosses safe limits

OpenCV · PyTorch · PennyLane · LangGraph

Live sandbox telemetry

Veritas Engine

A peer-review swarm that doesn't just read a paper: it writes and runs code to test the claims.

• Reads PDFs and screenshots, then a fast model distils the core claim and variables
• A sandbox agent writes Python (SciPy, SymPy) and runs it in isolation

agent nodes

4

agent nodes

fewer tokens

~90%

fewer tokens

LangGraph · Groq · Llama 3 · FastAPI · Next.js · Tesseract OCR

Three generated variants

WebForge AI

Rewrites a landing page to match an ad campaign: three variants, without breaking a single layout.

• Deep DOM tracking: tags every node, rewrites it as strict JSON, re-injects it 1:1
• A vision agent reads the ad creative and re-themes the page in its colours

LangGraph · Gemini · FastAPI · BeautifulSoup · Next.js 16

Kibana war room

Project Eidolon

50 self-healing honeypots that lure attackers in, study them, and ban them.

• An LLM invents a unique, convincing fake page for every attacker
• Every probe is logged, classified, geolocated and scored for threat

honeypots

50

honeypots

AI response

<2s

AI response

to alert

≤60s

to alert

Docker Swarm · Groq · Llama 3.3 · ELK Stack · Fail2Ban · eBPF

Team project with Arpit Makkar

The interview interface

Vikara.AI

A voice agent that runs screening interviews and books them straight into the calendar.

• Full-duplex voice that handles being interrupted mid-sentence
• Checks live Google Calendar availability and creates Meet invites

response

<500ms

response

Retell AI · Groq · Llama 3.1 · FastAPI · Google Calendar API · Next.js

The agent pipeline at work

GovPreneurs

Drafts government contract proposals, then makes an AI auditor tear them apart before a human sees them.

• Maker/checker loop: drafter and auditor agents iterate until the draft scores 90+
• Hybrid retrieval: FAISS vectors plus a knowledge graph of past performance

LangGraph · FAISS · NetworkX · Ollama · FastAPI · Next.js

The graph zooms in on the question

AmbedkarGPT 2.0

Ask questions of Dr. B.R. Ambedkar’s “Castes in India” and see the evidence behind every answer.

• Builds a knowledge graph from the text, with themes found by Louvain clustering
• Local search for facts, global search for themes, cross-encoder re-ranking

NetworkX · Sentence-Transformers · Mistral · Ollama · FastAPI · React

An evaluated conversation

NeuralAudit

Audits RAG chatbots: catches hallucinations and measures relevance, cost and latency.

• A deterministic layer counts tokens, cost and latency exactly
• An LLM judge (Gemini 2.5 Flash) checks every answer against its source context

FastAPI · LangChain · Gemini · tiktoken · Chart.js

A finished investigation report

AML Investigation Hub

An AI analyst that investigates suspicious bank accounts, and leaves the final call to a human.

• An agent gathers KYC, transactions, sanctions matches and adverse news
• A second agent writes a five-part investigation brief with a risk rating

LangGraph · Gemini · Tavily · Streamlit · pandas