Ikhlas Ahmad

AI Developer with hands-on experience building end-to-end LLM, RAG, OCR, and computer vision solutions across legal and healthcare domains. Strong foundation in data processing, semantic retrieval, prompt engineering, document intelligence, and AI model evaluation, with experience working with multilingual (Arabic) data and medical documents/images. Driven by curiosity and continuous learning, with a focus on building AI systems that are accurate, reliable, and practical.

AI Developer - AI Datrix

(2026-01)

• Developing AI-based healthcare solutions including Pathology DMS, EMR Bot, MOM Bot, and Clinical Trials using LLMs, RAG, OCR, and computer vision.
• Working on medical OCR and vision-language models, including model benchmarking, preprocessing, quantization, and performance evaluation.
• Designing document processing and information extraction pipelines to automate clinical and healthcare workflows.

AI Developer - MachKnowSoft Abbottabad - Abbottabad

(2025-05 - 2026-01)

• Developed an automated data processing pipeline to extract, pattern-chunk, embed, and index Arabic legal documents into Elasticsearch for efficient retrieval.
• Built a multi-step RAG Legal Assistant improving keyword and semantic retrieval accuracy through reranking and optimized query handling.
• Engineered structured prompts and context-control mechanisms to reduce hallucinations and ensure reliable, evidence-based responses.

AI Developer - MachKnowSoft Abbottabad - Abbottabad

(2025-05 - 2026-01)

Key Project – Musheer (AI Legal Assistant)

• Designed and implemented an intelligent retrieval and reasoning system for Arabic legal data using Python, FastAPI, ElasticSearch and OpenAI SDK.
• Applied RAG techniques and prompt optimization to ensure accurate, structured, and context-grounded outputs.

Data Analyst - Family Hospital Mansehra - Mansehra

(2024-11 - 2025-05)

• Analyzed patient records and hospital data to identify trends and enhance healthcare decision-making.
• Built dynamic dashboards in Power BI and Excel to track key metrics like admissions, costs, and departmental performance in real time.

BS - Computer Science - Hazara University Mansehra, Pakistan