Software/Machine Learning Engineer with 5+ years of experience delivering end-to-end AI solutions from research and development to real-time deployment in production environments. Skilled in Python, C++, and transformer-based architectures, with hands-on expertise in generative models (GAN), computer vision, and reinforcement learning. Proven ability to integrate AI systems into interactive platforms such as Unreal Engine, with a strong focus on performance optimization and scalability. Experience spans from academic research to freelancing and cloud deployment in Azure/AWS for Freelance Clients, including work with neural rendering, and cross-platform ML model serving using libs like ONNX and PyTorch/TensorFlow.

Ishan Madhuranga

Software/Machine Learning Engineer with 5+ years of experience delivering end-to-end AI solutions from research and development to real-time deployment in production environments. Skilled in Python, C++, and transformer-based architectures, with hands-on expertise in generative models (GAN), computer vision, and reinforcement learning. Proven ability to integrate AI systems into interactive platforms such as Unreal Engine, with a strong focus on performance optimization and scalability. Experience spans from academic research to freelancing and cloud deployment in Azure/AWS for Freelance Clients, including work with neural rendering, and cross-platform ML model serving using libs like ONNX and PyTorch/TensorFlow.

Available to hire

Software/Machine Learning Engineer with 5+ years of experience delivering end-to-end AI solutions from research and development to real-time deployment in production environments. Skilled in Python, C++, and transformer-based architectures, with hands-on expertise in generative models (GAN), computer vision, and reinforcement learning. Proven ability to integrate AI systems into interactive platforms such as Unreal Engine, with a strong focus on performance optimization and scalability.
Experience spans from academic research to freelancing and cloud deployment in Azure/AWS for Freelance Clients, including work with neural rendering, and cross-platform ML model serving using libs like ONNX and PyTorch/TensorFlow.

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Experience Level

Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Work Experience

Unreal Engine Game Developer Intern at Sleepless Inc.
September 1, 2024 - June 21, 2024
Developed and optimized gameplay mechanics, AI behaviors, and interactive elements using C++ and Unreal Engine Blueprints. Collaborated with designers and developers to create immersive experiences. Debugged and optimized game performance for efficiency and stability. Stayed up to date with the latest Unreal Engine advancements and best practices.
Freelance AI & Machine Learning Specialist at Self-employed
January 1, 2019 - May 31, 2023
Delivered AI and ML solutions to clients via Fiverr and direct contracts. Built and deployed models for deep learning, computer vision, and data analytics tasks. Conducted model optimization and integration for real-time applications and IOT/Client based devices. Provided Deep Learning, Computer Vision, Data Preprocessing and Model Deployment using Amazon ECS/ Azure Kubernetes.

Education

MSc at Dublin Business School
January 1, 2023 - December 31, 2025
BSc (Hons) at Solent University Southampton
January 1, 2021 - December 31, 2022

Qualifications

RQF Level 5 Diploma in Cyber Security
January 1, 2020 - December 31, 2021
RQF Level 4 Diploma in Cyber Security
January 1, 2019 - December 31, 2020
CCNA (Routing, Switching, Network Management)
January 11, 2030 - July 2, 2025
MCSA (Installation, configuration, and administration of Windows Server)
January 11, 2030 - July 2, 2025

Industry Experience

Gaming, Software & Internet, Computers & Electronics, Professional Services, Media & Entertainment

Experience Level

Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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