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Haider Ali KhanHK
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Haider Ali Khan

@haideralikhan2

Co-founder and Product Lead building regulation-ready clinical AI SaaS with fast MLOps and analytics.

Pakistan
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What I'm looking for

I’m looking for a team where I can own product end-to-end—turning clinician/user insights into compliant PRDs and shipping regulation-ready ML systems with fast MLOps, measurable analytics, and real iteration loops.

I’m a co-founder and Product Lead building a clinical AI SaaS at Pakistan’s first prescription safety platform. I translate real clinician pain points into PRDs, user stories, edge cases, and regulatory guardrails (including DRAP compliance) so the product ships with trust.

On the technical side, I lead end-to-end ML and data engineering: curating 15,000 prescription images across 5 clinical sites, building the labeling/QA pipeline, and fine-tuning a vision-language model to detect DDIs, polypharmacy risks, nephrotoxicity, and hepatotoxicity from handwritten or printed prescriptions. I then wrap inference with a RESTful API (FastAPI), design HL7/FHIR-compatible data contracts, and run a modular MLOps loop that redeploys updated models in under 48 hours.

I also bring strong product and delivery instincts—from GTM strategy (freemium B2C + enterprise B2B SaaS) to analytics dashboards in Metabase/Apache Superset that track DDI scan volume, severity breakdowns, and false-positive rates. Earlier, I built production fixes and improved compliance-aware decisioning during an internship at Mobilink Microfinance Bank, and I strengthened my research foundation through ML internships and international conference acceptances.

Experience

Work history, roles, and key accomplishments

MI
Current

Co-founder & Product Lead

Meddixa - NIC Islamabad

Apr 2025 - Present (1 year 3 months)

Defined end-to-end product vision and roadmap for a clinical AI SaaS, translating 100+ clinician interviews into a PRD with user stories, acceptance criteria, and DRAP-compliant regulatory guardrails. Led data, model, and platform execution from collecting 15,000 prescription images through VLM fine-tuning, REST API deployment (FastAPI), MLOps automation, and analytics dashboards for DDI scan perf

ML

Product and Technology Intern

Mobilink Microfinance Bank Ltd

Jul 2025 - Aug 2025 (1 month)

Implemented security and session-integrity improvements in internal systems and delivered improvements driven by user-feedback analysis. Also contributed to product initiatives by proposing AI agent concepts to reduce operational overhead and supported fintech compliance learning within the product team.

US

Machine Learning Research Intern

University of Europe for Applied Sciences

Jun 2025 - Aug 2025 (2 months)

Worked across multiple research projects spanning predictive analytics, financial modeling, and healthcare AI, proposing deep learning baseline improvements to reach 90–94% experimental accuracy. Built Python ML pipelines and supported multilingual teams by writing, cleaning, and analyzing datasets applicable to SQL/Python product analytics workflows.

Education

Degrees, certifications, and relevant coursework

Ghulam Ishaq Khan Institute (GIKI) logoGG

Ghulam Ishaq Khan Institute (GIKI)

Bachelor of Science in Computer Science, Computer Science

Grade: CGPA: 3.40/4.0

B.S. in Computer Science at Ghulam Ishaq Khan Institute (GIKI), expected June 2026, with a CGPA of 3.40/4.0. Awarded full merit-cum-need scholarship (SOPREST) and PEEF scholarship by Punjab Govt., with 4× Dean's Honor List.

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