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Projects

Each one has a recorded demo, an interactive architecture diagram, and steps to run it yourself.

Live Company Check

An AI agent that checks a company's records, customer reviews and news while a reviewer watches live, answers its questions, pauses it and sends feedback. Charts are computed from the data, never written by the model.

FastAPI
LangGraph
Temporal
PostgreSQL
Next.js

Demo Code

BehaveGuard

Continuous biometric authentication from how you type and move your mouse. BiLSTM + TCN fusion, async retraining over Redis Streams.

FastAPI
PyTorch
Redis Streams
Next.js
PostgreSQL

Demo Code

Cortex

A RAG codebase companion. Indexes repos and pull requests with AST-aware chunking, then answers questions with cited code over streaming chat.

Vue 3
Flask
Celery
Redis
ChromaDB

Demo Code

frick

Sub-5ms terminal autocorrect in Go. Uses LLM context and directory awareness, with a safety tier that stops it from suggesting destructive commands.

Go
Shell integration
Gemini / Groq
Homebrew

Demo Code

LeafSR

Plant leaf super-resolution with an ESRGAN-lite conditional GAN, RRDB blocks, EMA checkpoints, and CI smoke tests.

PyTorch
GANs
Docker

Demo Code

Comment Toxicity

Four-class toxicity classifier with 66+ engineered features, out-of-fold target encoding, blend optimization, and tuned per-class thresholds.

LightGBM
scikit-learn
Docker

Demo Code

Keyway

Self-hosted secrets vault with PBKDF2 key derivation and Redis-backed, session-only key handling.

Flask
Redis
Vue 3
PostgreSQL

Demo Code