AI Engineer
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Builder

DocChat ↗

Ask a question, get an answer you can trust. A multi-agent RAG system where verification agents fact-check every response against the source documents before it reaches you. Hybrid BM25 + vector retrieval with self-correction loops.

DEMONSTRATESReliable RAG & verification architecture

PrepAI ↗

Drop in your CV and a job description, get a personalised mock interview and a coach-style report. Evaluator and coach agents score your answers on clarity, depth and relevance through a contract-first API.

DEMONSTRATESAgent orchestration, structured outputs & evaluation

MedAssist MAS ↗

A healthcare triage assistant that knows its limits. Specialist agents run the consultation while deterministic red-flag checks catch emergencies and force escalation. The safety logic never depends on the model behaving.

DEMONSTRATESSafety-aware agents & structured generation

Educational demo, not a medical device

AgnesTheSecond ↗

Supply-chain intelligence for CPG teams, built in one weekend at the TUM.ai × Spherecast Makeathon 2026. A function-calling agent queries live procurement data, finds ingredient substitutes and explains every tool call across 1,000+ products and 40 suppliers.

DEMONSTRATESConversational analytics over a real data model

ForgeFoundry ↗

An AI co-founder for the messy zero-to-one phase. Multi-agent pipelines take a raw idea and produce problem framing, market research, ICP personas, business models, go-to-market strategy and a generated pitch deck.

DEMONSTRATESEnd-to-end multi-agent product pipelines

Speech Analyzer AI ↗

Record a meeting, walk away with the minutes. Transcribes speech, cleans up messy domain jargon, and turns an hour of talking into structured summaries and action items.

DEMONSTRATESSpeech AI, domain adaptation & workflow automation

AI NourishBot ↗

Point it at a photo of your plate. Specialist agents identify the ingredients, break down the nutrition and suggest recipes. Vision-language AI applied to something everyone does three times a day.

DEMONSTRATESMultimodal AI & coordinated specialist agents

VidIntel ↗

A three-hour YouTube lecture, answered in seconds. Extracts the transcript, summarises it, and answers questions grounded strictly in what was actually said. Its limitations are documented in the README, not hidden.

DEMONSTRATESVideo intelligence & retrieval pipelines

Job Applying Buddy ↗

Feed it a vacancy, your CV and your GitHub profile. Role-based CrewAI agents research the position, tailor your story to it, and generate polished application materials as ready-to-send PDFs.

DEMONSTRATESDocument automation & role-based agent teamwork

Banking Fraud Detector ↗

What would it actually take to run fraud detection in production? A full system spec engineered around latency, recall, throughput, drift monitoring and security. The unglamorous constraints that decide whether ML survives contact with reality.

DEMONSTRATESProduction ML thinking & measurable system design

COVID-19 X-Ray Detection ↗

Deep residual networks classifying chest X-rays across COVID-19, pneumonia and healthy cases. Transfer learning in a domain where careful evaluation and error analysis genuinely matter.

DEMONSTRATESMedical imaging & transfer learning

Jazz Music Generation ↗

An LSTM that learned jazz. Trained on chord and note sequences, it improvises original solos one note at a time. Early proof that sequence models can swing, and that AI can be playful too.

DEMONSTRATESGenerative sequence modelling