Nisal Perera
I am a machine learning and computer vision engineer with over 5 years of hands-on experience building and deploying AI solutions.
About
I am a machine learning and computer vision engineer with over 5 years of hands-on experience building and deploying AI solutions. I enjoy turning data into actionable insights, optimizing models for accuracy and latency, and delivering end-to-end ML workflows on cloud platforms like AWS SageMaker. I am comfortable collaborating with cross-functional teams and mentoring junior engineers to solve real-world problems in areas like healthcare, fintech, and robotics.
I am passionate about robotics, autonomous systems, and scalable AI infrastructure. I love learning new tools (ROS, YOLO, 2D LiDAR, MLOps) and applying them to product-ready solutions. I’m motivated by challenging problems and enjoy sharing knowledge with the team and clients.
- 5 years' experience
- Joined January 2026
Industry experience
- Software & Internet
- Computers & Electronics
- Healthcare
- Professional Services
More experts in Colombo, Sri Lanka
Work experience· 5 roles
Startup focused on AI/ML projects and cloud services; improved size coefficient estimation service accuracy to 75%; reduced Face Blur service cost; enhanced model throughput by 3x using SageMaker endpoints; completed POC for a healthcare assistant with 90% accuracy; collaborated with international ML engineers and clients.
R&D in object detection, segmentation and image processing; trained detection models achieving ~75% accuracy; collaborated with client teams and contributed to data quality improvements for damage detection.
Focused on AI/ML and computer vision; mentored a team of ML engineers and interns; implemented second phase with 80% accuracy; reduced inference time by 10% via batch processing; increased throughput by 3x using SageMaker endpoints; delivered POC for healthcare assistant (90% accuracy).
Education
I am majoring in Artificial Intelligence and Specialising in Autonomous Driving Systems
I majored in Electronic Engineering and Specialized in mechatronic engineering
Certifications and awards
Hire Nisal Perera today
Post a job and invite Nisal, or contact them directly. No hidden commission.