Ahsan Umar

AI/ML engineer and researcher specializing in generative AI, LLMs, agentic systems, NLP, and computer vision. Builds production AI pipelines, fine-tunes transformers with QLoRA/PEFT, and develops open-source tools spanning model training, retrieval, interpretability, and developer automation.

AI Engineer at AlphaTechLogics (2025-02 – Present)

• Developed FaseehGPT, a compact Arabic language model that improved morphological understanding and inference speed by 40% in low-resource settings.
• Built production agentic systems with LangGraph and CrewAI, automating SaaS workflows and reducing manual effort by 50%.
• Led domain-specific LLM fine-tuning with QLoRA/PEFT and delivered scalable FastAPI services optimized for inference latency and client integration.
• Directed generative AI R&D across multimodal systems, RAG pipelines, and agentic automation, reducing AI feature deployment time by 30%.
• Partnered with product and engineering teams to define AI roadmaps, evaluate emerging models, and deploy production-grade solutions.

Research Lab Coordinator — Smart Technology Lab at Islamia College University Peshawar (2025-11 – 2026-07)

• Coordinates the lab's research portfolio, experiment tracking, model versioning, and reproducibility practices across faculty and student teams.
• Leads generative AI, LLM, and computer vision seminars and hands-on sessions for 30+ participants.
• Facilitates collaboration among faculty, student researchers, and industry partners to turn research into products and publications.

Research Engineer at Islamia College University Peshawar (2024-04 – 2025-11)

• Researched efficient transformers, low-resource NLP, multimodal learning, and medical imaging; supervised undergraduate computer vision and NLP projects.
• Designed and evaluated reproducible machine learning experiments, documented findings, and translated research ideas into working prototypes.

B.S. in Artificial Intelligence – Islamia College University Peshawar (2023-10)