Projects
Things you can run in a browser first, then the code behind them.
Pinned
nl2sql playground
Ask your database questions in English. The model emits a typed query plan, never SQL text - validated against the real schema and the caller's role before any SQL is generated.
Post-training
A collection of small, runnable implementations of LLM post-training and alignment methods, from RL basics to DPO, RLHF, and RLAIF.
Decision Arena
Decision Arena: TypeSafe's Jev vs open-source Laya playing highway-env, Snake and Blackjack with zero training, plus benchmarks and a Claude Code watchdog
RAG playground
A local-first bench for learning and demonstrating RAG by experiment
- logscribe (opens in a new tab)
AI-powered log analysis for Python logging: batch, scrub PII, and route logs to an LLM for insights.
Python, Aug 2026
- medalflow (opens in a new tab)
dbt, but in Python classes. Declare medallion (Bronze/Silver/Gold) models as Python classes; MedalFlow extracts dependencies from your SQL and compiles them into a staged execution plan.
Python, Aug 2026
Other repositories
- ai-experiments (opens in a new tab)
Measured experiments on decision models. Can an open-weight model re-rank search results? Does a token budget explain a benchmark failure? What does one typed decision cost across model families? Every request and response is recorded, and negative results are published as they came out.
Python, Oct 2026
- doc_generator (opens in a new tab)
A tool to automatically add docstrings to your Python code using Large Language Models (LLMs), ensuring your code remains unchanged except for the addition of docstrings.
Python, Jun 2026
- aurora (opens in a new tab)
A high-performance search engine built with Python, FastAPI, and Sentence Transformers.
Python, Dec 2025
- mini-gpt (opens in a new tab)
A compact, readable GPT-style decoder-only Transformer implemented in pure PyTorch. The goal is to expose the essential architectural pieces with minimal scaffolding so you can train and tinker quickly.
Python, Nov 2025
- search_algorithm (opens in a new tab)
Implements the BM25 search ranking algorithm two ways (via the rank_bm25 library and from scratch) and compares the resulting scores.
Python, Sep 2024
Earlier work, before 2024
- microservice_demo (opens in a new tab)
This is a simple microservice demonstration using spring boot.
Java, Aug 2021
- spring_boot_multi_module_framework (opens in a new tab)
This project aims to help the developer to quickly bootstrap multi-module project.
Java, Jul 2021
- chess_engine_using_python (opens in a new tab)
Chess Engine Implementation using Minmax, Alpha-Beta Pruning, and Quiescence Search Algorithm.
Python, May 2021
- rain_in_austrailia_kaggle (opens in a new tab)
Kaggle Kernel for Rain In Australia dataset. It predicts whether there will be Rain tomorrow in Australia or not with 85% Accuracy.
Jupyter Notebook, Apr 2021
- vehcile_tracking_system (opens in a new tab)
Solidity smart contracts ("Floorchain 2.0") modeling auto-dealer floorplan financing — lender agreements and vehicle inventory/state tracking.
May 2019