Shipping 2026 — Colombo

SenulMapa

Building production AI from a small studio in Colombo. First-year computer science. Founder of Jedach.

/ ABOUT

I’m Senul. First-year computer science at IIT Campus, Sri Lanka. Founded Jedach in January 2026 — before my first semester ended.

I ship. Then I iterate. Then I ship again. The planning is in the building. Edge inference on consumer hardware, voice assistants, encrypted QR, cold-case NLP — each project teaches me where the wall is, and I keep going.

/ VENTURES

Four buildings.

One umbrella. Three things under it. Plus the umbrella itself. Running them in parallel by choice.

/ WORK

Selected work.

Production work, recently shipped. The featured piece is currently running for paying clients.

Featured — shipped 2026

Edge-AI Bag Counter

Four-camera YOLOv8 inference at the edge.

Production logistics system: four simultaneous camera streams, YOLOv8 inference on-device, BYTETracker re-identification across frames, real-time dashboard. Shipped to an industrial client.

  • YOLOv8
  • BYTETracker
  • CUDA
  • OpenCV
  • Edge
Cameras
04
FPS / camera
30
Engine
YOLO v8
Tracker
BYTETrack
/ STACK

What I wield.

Picked up, sharpened, put down again. The list is short on purpose — depth over breadth.

/ Languages
  • PythonWorkhorse of every CV pipeline I touch.
  • TypeScriptFor everything user-facing.
/ Frameworks
  • Next.jsFramework I default to.
/ Machine learning
  • YOLOv8Real-time object detection.
  • BYTETrackerMulti-object tracking across frames.
  • OpenCVThe pre- and post-processing glue.
/ Infrastructure
  • CUDASpeaks directly to the silicon.
  • DockerReproducible production.
/ Platforms
  • RoboflowLabeling, dataset versioning, model hosting.
  • SupabasePostgres, auth, storage — no fuss.
/ CONTACT

Get in touch.

Email is fastest. I’m on UTC+5:30 — replies come in waves, not streams.