
Chess AI Tutor
- Stockfish engine integration
- LLM-based explanation layer
- Snapshot position analysis
- Local-first inference design

Student Scheduler
- OCR pipeline with Tesseract
- Deterministic course code extraction
- Constraint-based schedule generation
- Full-stack implementation

LLM Fine-Tuning Project
In Development- Curated training dataset design
- Domain-adaptive fine-tuning workflow
- Model evaluation and benchmarking
- Inference performance testing

AI Middleware Layer
In Development- Software-domain vocabulary specialization
- False positive reduction framework
- Context calibration pipeline
- Precision / recall evaluation