Timeline

The places, roles, and turning points that shaped how I work.

7 chapters
2026

Claude Opus 4.6

Anthropic

Graded real-world GitHub PRs to curate RLHF data, directly training the automated code review architecture launched in Claude Opus 4.6.

2025

Terminal Bench 2.0

Open Source / Stanford

Architected secure, containerized Docker sandboxes for execution-based AI evaluation. Engineered isolated Linux environments to benchmark the autonomous CLI and coding capabilities of frontier models.

2024 — Present

AI Evaluation & Research Contractor

Independent · Remote

Contract work across model evaluation, safety, and coding-agent quality for multiple AI teams. Client details are included where permitted.

2024

Gemini 2.0

Google

Audited API execution logs and enforced factual grounding to mitigate hallucinations in Gemini 2.0's agentic tool-use capabilities.

2024

Meta AI

Meta

Leveraged internal WFE access to conduct adversarial safety evaluations on Meta AI.

2022 — 2026

BSc in Computer Science and Engineering

BRAC University

Undergraduate studies in computer science and engineering.

2019 — 2021

Higher Secondary Certificate (HSC)

Notre Dame College, Dhaka

Completed higher secondary education at Notre Dame College.