03Projects
Systems that see, retrieve and predict.
Each project is written up as a case study: the problem, the approach, the pipeline, and what went wrong on the way.
- 01/SegmentationPyPI: published package finetuning-grounding-dino-sam
Prompt-guided crack and drywall segmentation
Type what you want to find. Get a box, then a pixel mask.
Segmentation · Grounding DINO · SAM · Fine-tuning
- 02/Agentic AI
Wardrobe Recommendation Engine
An AI stylist that only recommends clothes you actually own.
Agentic AI · RAG · Multimodal · Fashion
- 03/Diffusers
Flux Fill ControlNet inpainting pipeline
Edit inside a mask, and keep the edit faithful to depth, edges or pose.
Diffusers · FLUX Fill · ControlNet · Open source
- 04/Multi-agent
AI Builder: multi-agent workers
Three domain agents behind one control panel, built on one shared shape.
Multi-agent · FastAPI · Streaming · Forecasting
- 05/RAG
PDReader
Turn PDFs into searchable, conversational knowledge, with citations.
RAG · LangGraph · pgvector · Full stack
- 06/RAG
EchoSeek
Ask for a product in plain language, get grounded answers and comparisons.
RAG · LLM · Multimodal · Full stack
- 07/Segmentation
Retina vein segmentation with U-Net
Trace the fine vessel tree in a retinal photograph, pixel by pixel.
Segmentation · U-Net · Medical imaging
- 08/Computer Vision
White Balance Regression Model
Predict the scene's color temperature and tint straight from pixels.
Computer Vision · Regression · PyTorch
