Looking for a job

Bilal Khursheed

@bilalkhursheed

Consultant Internal Medicine at National Hospital, Bishkek, leading inpatient documentation standards and a clinical documentation improvement programme.

Kyrgyzstan

Message

What I'm looking for

I'm open to Quality Analyst, Urdu transcription, academic research, AI presentation evaluation, biology SME, AI Trainer, Medical Reviewer, Medical Coding & Billing, video annotation, data labeling, and scientific Python evaluation contracts with AI research labs and platforms.

At National Hospital in Bishkek, I practise inpatient internal medicine and lead adult-medicine documentation standards, clinical documentation improvement, and chart audits. I connect diagnosis specificity in the medical record with ICD-10 coding, billing integrity, and compliance.

At Outlier AI and Ethos, I evaluated healthcare and scientific AI outputs against clinical and subject-matter standards; at Ethos, I reviewed AI-generated academic presentations. I also authored medical LLM evaluations and USMLE-style clinical vignettes, and in my current micro1 contract I transcribe and review Urdu audio and video for AI-training datasets.

Experience

Work history, roles, and key accomplishments

Current

Urdu Transcription Expert (AI Trainer)

Current

micro1

Oct 2026 - Present (0 months)

Transcribes Urdu audio and video content with high accuracy, reviews and refines existing transcripts, and annotates speaker and metadata details for AI training datasets.

Urdu Transcription Audio Transcription Video Transcription Transcript Review Metadata annotation Speaker Diarization Quality Assurance AI Training Data

Current

Consultant Internal Medicine

Current

National Hospital

Oct 2023 - Present (3 years)

Leads inpatient documentation standards, clinical documentation improvement (CDI) programme, and hospital QA chart review for adult medicine. Reviews CT, X-ray, and MRI on Visage 7 PACS viewer.

Internal Medicine Inpatient Care Clinical Documentation Improvement CDI Healthcare QA Chart Reviews ICD 10 Coding Billing Integrity Visage 7 PACS Radiology Medical Review Clinical Guidelines ABIM Board Certification In Internal Medicine

Expert Academic Researcher / AI Presentation Evaluator

Ethos

Jul 2026 - Aug 2026 (1 month)

Built, reviewed, and evaluated AI-generated academic presentations, research posters, and lecture decks for a frontier-model training programme. Scored decks on content accuracy, slide structure, and visual hierarchy.

AI Presentation Evaluation Academic Research Postdoctoral Research Biology Biomedical Communication Rubric Aligned Feedback Content Accuracy Slide Structure Visual Hierarchy Citation Verification

Quality Analyst / AI Evaluation Specialist

Outlier AI

Aug 2024 - Dec 2024 (4 months)

Sampled and scored healthcare AI outputs against gold standards, classified defects by type and severity, and provided QA notes to improve production processes.

Quality Assurance AI Evaluation Healthcare AI Defect identification Severity Assessment Rubric Based Scoring Pairwise comparison Safety review Guideline Adherence

Medical AI Trainer (Clinical Reasoning & Safety)

Outlier AI

Jan 2024 - Dec 2024 (11 months)

Created USMLE-style clinical vignettes and graded LLM-generated medical responses for healthcare AI assistants. Performed adversarial testing focused on medical safety and clinical guideline adherence.

Medical AI Model Training USMLE Style Question Writing Clinical Diagnostic Reasoning Adversarial Testing Medical Safety Drug Interaction Reasoning Differential Diagnosis Guideline Adherence Pairwise comparison Rubric Aligned Feedback

Medical Officer | Inpatient Internal Medicine

Mayo Hospital

Sep 2021 - Sep 2023 (2 years)

Managed admitted adults across general internal medicine and related firms, including daily ward rounds, on-call admissions, and evidence-based inpatient plans. Led emergency-room shifts and coordinated with multidisciplinary teams.

Internal Medicine Inpatient Care Emergency Medicine Triage Resuscitation ECG Interpretation ABG Analysis Clinical Documentation ICD 10 Coding Patient Counseling Teaching Tutoring

House Officer (House Job)

Mayo Hospital

Sep 2020 - Aug 2021 (11 months)

Completed mandatory inpatient house-job rotations across Internal Medicine, General Surgery, Paediatrics, Gynaecology & Obstetrics, and Emergency. Managed patient admissions, daily ward rounds, and bedside procedures.

Internal Medicine General Surgery Paediatrics Obstetrics And Gynaecology Emergency Medicine Patient Admissions Ward Rounds Bedside Procedures Cannulation Catheterisation Lumbar Puncture ABG Sampling Suturing Clinical Audits Mortality Reviews

Education

Degrees, certifications, and relevant coursework

University of the Punjab

MS (Masters), Biochemistry, Structural Biology

2021 - 2023

Pursued postgraduate studies in biochemistry and structural biology, focusing on protein structure, macromolecular interactions, and biophysical methods.