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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.…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.

Nisal Perera

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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.…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.

Available to hire

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.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Language

Sinhala, Sinhalese

Fluent

English

Advanced

Work Experience

Machine Learning Engineer / Computer Vision Engineer at Veracity AI (Veracity AI Pvt Ltd)

February 1, 2023 - Present

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.

Machine Learning Engineer / Computer Vision Engineer at OREL IT Pvt Ltd

June 1, 2022 - January 1, 2023

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).

Associate Engineer - Research & Technology at Boolean Labs Pvt Ltd

February 1, 2022 - May 2, 2022

Developed AI/ML software solutions; built SwapHub platform using Python Flask and Next.js; improved efficiency by 30%; deployed to national and international clients; managed multiple projects; implemented predictive analytics; increased processing efficiency.

Associate Software Engineer at Epic Lanka Technologies

January 1, 2020 - December 1, 2020

Developed Fintech and digital transformation solutions; led modernization initiatives; contributed to secure payment automation; achieved 98% market share for ED/POS terminals in Sri Lanka; introduced an AI chatbot to reduce checkout abandonment by 25%.

R&D in Computer Vision at CarEye Capture / WENN ASA

January 1, 2023 - Present

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.