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THUSARAKA P.

00THUSARAKA PALLIYEGURU / COLOMBO, SRI LANKA

Computer scientist and full-stack developer focused on computer vision, machine learning, and intelligent systems.

First Class Honours BSc Computer Science, University of Westminster. I build dependable applications and research prototypes - from Flutter and cloud products to video-based gait analysis.

Résumé
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01

SELECTED WORK

01SOLO RESEARCHER & DEVELOPER

VORMA

A full-stack gait-analysis platform that predicts plantar-pressure maps from video and generates personalised orthotic recommendations.

FINAL-YEAR PROJECT / PROTOTYPE RESEARCH SYSTEM
02GROUP LEADER

SoundSculpt

A connected desktop and mobile application for speaker calibration, real-time audio equalisation, playback, and frequency-response calculation.

SECOND-YEAR GROUP PROJECT
VIEW ALL WORK
02

VORMA / FINAL-YEAR PROJECT

Gait video in. Pressure prediction and orthotic recommendations out.

VORMA is a prototype research system that combines computer vision, deep learning, uncertainty quantification, and a full-stack application into an end-to-end gait-analysis workflow.

TOP PROJECT / IIT 2026
CUTTING EDGE 2026 / 2ND PLACE
SOLO RESEARCHER & DEVELOPER

FIG. 01 / VORMA PIPELINEREV. 04

01

RTMPose gait feature extraction

Markerless pose estimation extracts temporal biomechanical gait features from monocular RGB video.

02

Temporal plantar-pressure prediction

A BiLSTM uses temporal gait dynamics to reconstruct bilateral baropodometric heatmaps.

03

Conformal uncertainty calibration

Split conformal prediction produces calibrated, region-wise confidence bands.

04

Orthotic recommendation & PWRI validation

Personalised prescriptions are derived from heatmaps and evaluated through PWRI reduction.

TEST RMSE
2.073SEED 42 · S04 + S09
TEST MAE
1.1124,247 HELD-OUT FRAMES
TEST SSIM
0.508FIXED HELD-OUT SPLIT
PWRI REDUCTION
37.6%S04 + S09 MEAN
03

RECOGNITION

  1. 01

    Final Year Project - Top Project, IIT (University of Westminster), 2026

  2. 02

    Cutting Edge 2026 - 2nd Place, Computer Science, IIT

  3. 03

    National Best Quality Software Awards 2026 - shortlisted; results pending

04

COMMERCIAL EXPERIENCE

2024–2025

Software Engineer Intern

AXCERTRO (PVT) LTD.

Developed and maintained Flutter web and mobile applications; integrated REST APIs, tested production features, worked directly with client requirements, and supported Google Cloud deployment, monitoring, and Google Analytics.

2023–2024

Web Developer

WEB GENESIS (PVT) LTD.

Designed and maintained client websites, worked directly with clients, and collaborated with a small team to deliver responsive solutions within agreed timelines and budgets.