Timeline

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

7 chapters

Claude Opus 4.6, Anthropic

2026

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

Terminal Bench 2.0, Open Source / Stanford

2025

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.

AI Evaluation & Research Contractor, Independent · Remote

2024 — Present

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

Gemini 2.0, Google

2024

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

Meta AI, Meta

2024

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

BSc in Computer Science and Engineering, BRAC University

2022 — 2026

Undergraduate studies in computer science and engineering.

Higher Secondary Certificate (HSC), Notre Dame College, Dhaka

2019 — 2021

Completed higher secondary education at Notre Dame College.