Professional Profile
Milestones & Moments
I build the systems that sit between raw data and real-world decisions.
As the founder of SoftNox, I architected a business intelligence platform from the ground up — designing lead generation engines, real-time analytics dashboards, and B2B data pipelines that process over half a million records with 99.4% accuracy.
My expertise spans the full lifecycle of AI data — from annotation to evaluation. I've designed computer vision dataset pipelines for YOLO-based object detection models, enforcing rigorous quality control across 500K+ labeled instances using CVAT, Roboflow, and custom Python tooling. Precision isn't aspirational; it's the baseline.
On the engineering side, I build scalable full-stack applications with Next.js, TypeScript, and PostgreSQL — executing zero-downtime migrations at the 50M-record scale and crafting interfaces that feel as fluid as native apps. Every system I deliver is built for longevity, not just launch day.
Experience
SoftNox
Full-time · 9 mos · Colombo, Sri Lanka · On-site
Chief Executive Officer
Dec 2025 — Present- Led initiatives to deliver relevant business leads and information for startups and established companies.
- Developed efficient processes that enhanced client satisfaction and operational effectiveness.
- Focused on decision-making support, ensuring timely and accurate information delivery.
Founder
Dec 2025 — PresentUpwork
Freelance · Sri Lanka · Remote
Data Annotation Specialist
- Delivered high-quality data annotation across video, audio, image, and text formats, adhering to QA guidelines.
- Maintained a remarkable accuracy rate of over 98%, contributing to the overall efficiency of data processing.
- Collaborated with cross-functional teams to streamline annotation processes, enhancing productivity and turnaround times.
CrowdGen
Contract · Sri Lanka · Remote
Data Annotator
- Conducted data annotation to enhance data quality for machine learning models.
- Evaluated search engine results to ensure adherence to quality guidelines, maintaining an efficiency rating of 95.5%.
- Achieved over 150% efficiency in annotation tasks, contributing directly to project timelines and overall productivity.
OREL IT
Full-time · 9 mos · Colombo, Sri Lanka · On-site
Associate Data Annotator
Dec 2024 — Jun 2025- Worked on an AI/ML data processing project for Mobileye, a global leader in autonomous driving technology.
- Processed high-volume image and video data to support object recognition systems for self-driving car technology.
- Collaborated with business analysts to ensure high efficiency and quality, following strict data labeling and QA protocols.
Trainee Data Annotator
Oct 2024 — Nov 2024- Completed foundational training in data entry, data labeling, and annotation best practices.
- Gained hands-on experience supporting AI/ML data processing workflows.
Tools & Technologies
AI/ML & Data
Full-Stack
Databases
Platforms
Education & Credentials
Sabaragamuwa University of Sri Lanka
In ProgressBSc (Hons) in Information Systems
Aug 2025 – Aug 2029
University of Sri Jayewardenepura
CompletedDiploma, English Language
Sep 2024 – Mar 2026
Mahinda Rajapaksha College, Homagama
CompletedHigh School
Jan 2022 – Jan 2024