▓ about_me.txt
Hasnain Mubashir
Solutions Engineer
I take on whatever the problem is and own it end to end. Web apps and UI in Next.js, React and TypeScript. Type-safe backends and APIs. Training and evaluating LLMs. Squeezing milliseconds out of Core Web Vitals. No handoffs and no excuses — if it needs building or fixing, it’s on me. Based in Lahore, Pakistan.
- LOCATION:
- Lahore, Pakistan
▓ skills.idx
Skills and technologies
Next.jsReactTypeScriptNode.jsPythonFastAPITailwind CSSPostgreSQLRedisGraphQLREST APIsLLM EvaluationPrompt EngineeringRubric ScoringRed-TeamingSanity CMSDockerVercelGit▓ hasnain.bmp
▓ system_stats.log
- free tools
- 34
- reply time
- <24h
- uploads
- 0
▓ ai_llm.log
AI & LLM work
Alongside the engineering work I train and evaluate large language models — a full year of it, full time.
- Training and evaluating voice-assistant models on intent understanding, entity extraction and tool/function-call correctness.
- Reviewing multi-turn conversations for context retention, disambiguation and recovery from misheard or incomplete requests.
- Rubric-based scoring and comparative ranking of candidate model outputs, held consistent against project quality standards.
- Red-teaming and edge-case hunting — ambiguous phrasing, transcription noise, out-of-scope requests, unsafe or privacy-sensitive queries.
- Coding and reasoning task review for benchmark work: rubric alignment, hidden failure modes, false passes and false fails.
- Leading a review team — calibrating reviewers, setting acceptance criteria and keeping annotation decisions aligned.
What I do
📁 ui_dev/
Websites & UI Development
Responsive, accessible UIs built in Next.js with component-driven architecture and CSS-driven motion.
📁 ai_llm/
LLM Training & Evaluation
Rubric-based scoring, prompt and response evaluation, tool/function-call correctness, red-teaming and edge-case detection for model training pipelines.
📁 api/
Backend & APIs
REST/GraphQL services with Node.js, Postgres, Redis, auth, rate-limits, and observability.
📁 perf/
Performance Audits
Core Web Vitals optimization, Lighthouse budgets, RUM dashboards, and CI regression guards.
📬 lets_talk.msg
Want to work together?
A new product, a rescue on something half-finished, a performance audit, or an LLM evaluation pipeline — if it needs doing, tell me about it.