AI Engineer · Islamabad, Pakistan

I build AI systems
people can actually trust.

LLM evaluation, prompt engineering and production AI systems.

01

My Story

I help organisations and startups improve AI performance, quality and reliability.

My work spans LLM evaluation, prompt engineering, model benchmarking, dataset curation and bias & safety assessment. With experience in human-in-the-loop review, instruction tuning and AI workflow validation, I build systems that stay dependable — minimising errors, hallucinations and bias.

I also founded NeutraWise, a sustainability platform helping people and organisations measure, reduce and neutralise their carbon footprint. I'm completing a BS in Computer Software Engineering at the International Islamic University, Islamabad (CGPA 3.43/4.0, class of 2026).

12+
AI use cases deployed
5
Engineers led
2,000+
Community members

See selected work Download résumé

02

Projects

Problem, approach, result.

  1. Government · 2026

    AI Engineer · Speaker, National Assembly of Pakistan

    AI-Enabled Parliamentary Platform

    Problem

    Parliamentary operations depended on manual document handling and slow knowledge retrieval across large volumes of legislative material.

    Approach

    Led a team of 5 engineers from solution design through deployment. Built AI applications on LLMs, LangChain, Python and vector retrieval, deployed locally to keep sensitive material in-house, and established AI governance and compliance frameworks covering security, transparency and auditability.

    Result

    Pakistan's first AI-enabled Parliamentary Platform, with 12+ AI-powered use cases in production spanning document intelligence, legal entity extraction, content generation and information retrieval.

    • LLMs
    • LangChain
    • Python
    • Vector retrieval
    • Qwen
    • Ollama

  2. Climate tech · 2025

    Founder

    NeutraWise

    Problem

    Individuals and small organisations have little practical way to measure or act on their carbon footprint.

    Approach

    Founded an AI-driven climate-tech initiative and led product vision, technical planning, branding and stakeholder engagement across a multidisciplinary team.

    Result

    • Climate tech
    • Product strategy
    • Sustainability intelligence

  3. Civic AI · 2025

    AI/ML Developer

    KhidmatBot — AI citizen assistance

    Problem

    Citizens struggle to navigate public services spread across departments and formats.

    Approach

    Built a WhatsApp-integrated conversational assistant using intent-based workflows to route enquiries and give real-time guidance.

    Result

    • LLMs
    • WhatsApp API
    • NLP
    • Automation

03

Experience

  1. Feb 2026 — Present

    AI Engineer

    National Information Technology Board

    • Spearheaded Pakistan's first AI-enabled Parliamentary Platform for the Speaker's Office, leading a team of 5 engineers from solution design through deployment.
    • Built AI applications with LLMs, LangChain, Python and vector retrieval to automate workflows and knowledge management.
    • Delivered chatbots, document processing pipelines and intelligent assistants across departments.
    • Established AI governance and compliance frameworks for security, transparency and responsible AI usage.

  2. Jul 2025 — Present

    Founder

    NeutraWise

    • Founded an AI-driven climate-tech initiative promoting sustainability, carbon awareness and data-driven environmental decisions.
    • Led product vision, technical planning, branding and stakeholder engagement across a multidisciplinary team.

  3. Jan 2026 — Mar 2026

    AI Business Analyst

    Vue

    • Evaluated and benchmarked outputs across multiple LLMs for quality, factual accuracy, relevance and reasoning.
    • Performed RLHF-aligned human feedback evaluations, identifying hallucinations and model failure patterns.

  4. Nov 2025 — Feb 2026

    Project Coordinator

    ShifaOne

    • Supported end-to-end planning of product outreach initiatives across marketing and tech teams.
    • Maintained trackers and reports ensuring on-time execution of campaigns and feature rollouts.

  5. May 2025 — Sep 2025

    AI/ML Development Intern

    Techtics.AI

    • Trained and fine-tuned transformer-based language models for chatbot and summarisation tasks.
    • Applied prompt engineering to enhance foundation model performance in real-time applications.

  6. Jul 2024 — Jun 2025

    Program Coordinator

    ETL Online

    • Grew community portal membership to 2,000+ active members within 6 months.
    • Led 10+ executive members and 40+ international mentors; drove a 45% increase in total membership.

  7. Jun 2024 — Feb 2025

    Technical Team Lead

    IIUI — Directorate of Students' Affairs

    • Led technical execution for campus-wide student affairs initiatives.

  8. Feb 2025 — May 2025

    Marketing Executive

    Devsinc

    • Led internal marketing and culture initiatives; planned events including Citrus Spark, Sports Week and K2Preneur Screening.

04

How I can help

Available for consulting engagements and full-time roles.

  • LLM evaluation & benchmarking

    Structured evaluation of model outputs for accuracy, relevance, reasoning and instruction adherence — with the failure modes documented, not just a score.

  • Prompt engineering & optimisation

    Systematic prompt design and testing to raise output quality and cut hallucinations in production applications.

  • AI pipelines & retrieval systems

    Document intelligence, RAG and conversational systems built with LLMs, LangChain and vector retrieval — including locally deployed setups where data cannot leave the building.

  • AI governance & responsible AI review

    Governance and compliance frameworks covering security, transparency, auditability, bias and safety assessment.

05

Skills

Core AI

  • Conversational AI
  • Prompt engineering
  • LLM evaluation
  • Model benchmarking
  • Fine-tuning
  • NLP
  • Hallucination mitigation
  • RLHF methodologies

Engineering

  • Python
  • JavaScript
  • SQL
  • C++
  • LangChain
  • Flask
  • Git
  • Vector retrieval

Tooling

  • Hugging Face
  • MLflow
  • Ollama
  • VS Code
  • PyCharm

Data

  • Preprocessing
  • EDA
  • Dataset curation
  • Data visualisation
  • Advanced Excel

Governance

  • AI governance
  • Responsible AI
  • Secure data handling
  • Encryption concepts

Leadership

  • Team leadership
  • Project management
  • Cross-functional collaboration
  • Stakeholder engagement

08

Education & certifications

BS, Computer Software Engineering

International Islamic University, Islamabad

Sep 2022 — Jun 2026 · CGPA 3.43 / 4.0

Certifications

  • Huawei Inference Developer Certified Specialist
  • Mastering Project Management with Asana
  • Generative AI for Digital Marketers
  • Augmented Reality Marketing
  • LinkedIn Marketing Solutions Fundamentals
  • MATLAB Onramp — MathWorks

09

Get in touch

Open to AI engineering roles and consulting work.