Work Archive

Repository-backed systems and applied ML work.

The archive now focuses on real project repos instead of placeholder demos, with work spanning chat infrastructure and causal inference pipelines.

Meridian preview

AI Infrastructure

Meridian

2026

An intelligent AI chat router that auto-selects the best free model for each prompt, streams responses over SSE, and supports user-configured providers with Supabase-backed sessions and history.

Providers

10+

Guest Limit

20 reqs

Streaming

SSE

Project highlights

  • Automatic prompt difficulty routing across free OpenRouter models
  • Real-time streaming chat responses via Server-Sent Events
  • Multi-provider support with custom keys and compatible API endpoints
Next.js 16React 19FastAPIOpenRouterSupabaseTypeScript
Treatment Effect Estimation preview

Machine Learning

Treatment Effect Estimation

2026

A causal inference pipeline for IHDP treatment-effect estimation, covering naive baselines, S/T/X-learners, manual DML, EconML estimators, policy analysis, and reproducible evaluation artifacts for ATE and CATE.

Methods

6+

Dataset

IHDP

Outputs

ATE/CATE

Project highlights

  • Reusable preprocessing pipeline for IHDP with aligned scaling and train/test splits
  • ATE and CATE estimation with S-Learner, T-Learner, X-Learner, and propensity baselines
  • Manual DML plus EconML LinearDML and CausalForestDML implementations
PythonEconMLDoWhyscikit-learnSHAPPandas