Muhammad Esham Qureshi

Mr. Muhammad Esham Qureshi

Faculty of Computing, Riphah International University, Islamabad, Islāmābād, Pakistan
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Biography

I am an AI/ML Engineer and Computer Vision Researcher specializing in custom CNN architectures, multi-scale hierarchical feature fusion, and XAI. My work focuses on optimizing deep learning models to achieve exceptional diagnostic and tracking accuracy while maintaining a lightweight computational footprint for edge deployment. Alongside my professional commitments, I maintain an active pipeline of independent research, continuously developing novel architectures and preparing manuscripts for peer-reviewed international publication. Currently, at Neuronix Technologies, I architect high-throughput, microservices-based real-time AI inference pipelines, integrating distributed systems technologies for complex industrial monitoring products across diverse domains, alongside internal RAG workflows for system diagnostics. Previously, as a Research Assistant at the NeuralBioScan Lab, I managed full ML lifecycles and co-authored 8+ peer-reviewed papers in IEEE conferences and journals , establishing a strong footprint in precision agriculture and medical computer vision, highlighted by a multi-class 78K+ image Diabetic Retinopathy screening pipeline. I graduated Top of Class as a University Gold Medalist with a 4.0/4.0 CGPA from Riphah International University, where my capstone project, DermaAI, won 1st Place in the university-wide final year competition, reflecting my dedication to bridging rigorous academic research with production-grade enterprise software engineering.

Affiliations

Riphah International University

Islamabad, Islāmābād, Pakistan

Faculty of Computing

Honors and Awards

honor

Merit Award

Talent Expo Islamabad

Received the Merit Award at Talent Expo Islamabad 2024, recognized among the top-performing students across Islamabad. Honored for consistent academic excellence and representing my institution at a city-wide level.

honor

Best Final Year Project – 1st Place

Riphah International University, Islamabad, Pakistan

My Final Year Project, DermaAI, secured 1st position in the Computer Science Department at Riphah International University, Spring 2025. The project was recognized for its innovation and technical excellence in applying AI to dermatological diagnostics, offering real-world healthcare impact.

honor

Gold Medal

Riphah International University, Islamabad, Pakistan

Received the 𝑮𝒐𝒍𝒅 𝑴𝒆𝒅𝒂𝒍 at the 20th Convocation 2025 of Riphah International University in recognition of completing the BS Computer Science program with a 𝐂𝐆𝐏𝐀 𝐨𝐟 𝟒.𝟎𝟎/𝟒.𝟎𝟎 and earning 𝐝𝐢𝐬𝐭𝐢𝐧𝐜𝐭𝐢𝐨𝐧.

Experience

AI/ML Engineer

Neuronix Technologies, Dubai, United Arab Emirates

01 Mar 2026 - present

Research Assistant

NeuralBioScan Lab, Islamabad, Pakistan

01 Sep 2024 - 01 Jan 2026

Undergraduate Student

Riphah International University, Islamabad, Pakistan

01 Aug 2021 - 01 Jul 2025

Teaching Assistant

Riphah International University, Islamabad, Pakistan

01 Sep 2023 - 01 Jun 2024