Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I'm Usama Ahmad, an AI/ML Engineer focused on solving complex problems using deep learning, computer vision, and large language models, with an emphasis on scalable and efficient systems. I'm passionate about turning research into robust, production-ready tools and collaborating across teams to deliver impactful AI solutions. In my work, I design end-to-end pipelines, deploy real-time AI systems, and drive domain-specific reasoning improvements through pragmatic engineering.…I'm Usama Ahmad, an AI/ML Engineer focused on solving complex problems using deep learning, computer vision, and large language models, with an emphasis on scalable and efficient systems. I'm passionate about turning research into robust, production-ready tools and collaborating across teams to deliver impactful AI solutions. In my work, I design end-to-end pipelines, deploy real-time AI systems, and drive domain-specific reasoning improvements through pragmatic engineering.

Usama Ahmad

AI Engineer, Data Scientist, Data Analyst, +3





I'm Usama Ahmad, an AI/ML Engineer focused on solving complex problems using deep learning, computer vision, and large language models, with an emphasis on scalable and efficient systems. I'm passionate about turning research into robust, production-ready tools and collaborating across teams to deliver impactful AI solutions. In my work, I design end-to-end pipelines, deploy real-time AI systems, and drive domain-specific reasoning improvements through pragmatic engineering.…I'm Usama Ahmad, an AI/ML Engineer focused on solving complex problems using deep learning, computer vision, and large language models, with an emphasis on scalable and efficient systems. I'm passionate about turning research into robust, production-ready tools and collaborating across teams to deliver impactful AI solutions. In my work, I design end-to-end pipelines, deploy real-time AI systems, and drive domain-specific reasoning improvements through pragmatic engineering.

Available to hire

I’m Usama Ahmad, an AI/ML Engineer focused on solving complex problems using deep learning, computer vision, and large language models, with an emphasis on scalable and efficient systems. I’m passionate about turning research into robust, production-ready tools and collaborating across teams to deliver impactful AI solutions. In my work, I design end-to-end pipelines, deploy real-time AI systems, and drive domain-specific reasoning improvements through pragmatic engineering.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Advanced

Urdu

Fluent

Work Experience

Senior AI/ML Engineer at Zoneomics

March 1, 2023 - March 1, 2026

Architected and scaled RAG and fine-tuned LLM systems using PEFT (LoRA/QLoRA), improving domain-specific reasoning and response accuracy. Engineered end-to-end deep learning pipelines for image preprocessing, segmentation, and enhancement to support large-scale computer vision applications such as zoning analysis and raster-to-vector conversion. Integrated Swin Transformers, SAM, and Mean Shift clustering for high-precision zoning segmentation. Implemented text localization and removal with EasyOCR and deep learning-based inpainting for automated content cleaning. Built real-time AI systems, including GPT-based tutor chatbots and autonomous AI agents, with WebSockets and FastAPI delivering low-latency task execution.

Deep Learning Researcher at Capital University of Science & Technology (CUST)

July 1, 2022 - March 1, 2023

Researched Contrastive Unpaired Translation (CUTv2T) for Visible-to-Thermal facial images. Applied GANs with contrastive learning for cross-domain image translation.