Work

NDMA

Public-Sector Frappe Apps

Permit and immigration apps for Guyana's public sector, built and maintained at the National Data Management Authority.

Stack: Frappe · Python · JavaScript

NDMA · Ministry of Education

Ministry of Education OMR Exam Pipeline

Answer sheets for national exams, generated in batch and scored from the scans.

Stack: Python · OpenCV · OMR · Batch pipelines

Legal software for magistrates

Magistrate Wizard

A legal knowledge platform for magistrates: the docket, judgments with version history, and a library of legislation and case law, on the web, phones and Windows.

Stack: React · TypeScript · Supabase · Capacitor · Electron · Playwright

Personal project / STEM education

AstroPhotosGY: Astronomy & STEM Education

Guyana's public astronomy site: lessons, a nightly sky page for places across the country, and tools.

Stack: React · Next.js · TypeScript · Tailwind CSS · CDN

Open source

Narrative AI

A local-first tool that maps a manuscript's structure: what happens, the order the reader meets it in, who changes, and where the tension rises.

Stack: Next.js · TypeScript · IndexedDB · Ollama

Kaggle and this site

Guyana Data: Crime Statistics and Vehicle Prices

Guyana's reported serious crimes from 1990 to 2022 as an open dataset, local vehicle prices as a tool, and a bronze-medal notebook on Kaggle.

Stack: Python · XGBoost · React · TypeScript

CSE 3200 group project

3D Car Showroom Simulator

A first-person walk through a virtual car showroom in OpenGL, with physically based car paint, soft spotlight highlights and a cinematic post-processing chain.

Stack: Python · OpenGL · GLSL · GLFW

Tool on this site

Guyana vehicle prices

Historical price bands for ten common cars in Guyana, by condition and year, in Guyana dollars. No login.

Stack: React · TypeScript

Open model card · in progress

Manga translator

Manga OCR and Japanese translation on ONNX Runtime. The first phase covers detection, OCR, translation and overlay; inpainting and typesetting are still to come.

Stack: Python · ONNX Runtime · FastAPI · Next.js

Coursework · CSE 3101

School management system

A PHP web app for a primary school: users and roles, grades and classes, with role-based access, built on object-oriented MVC. I wrote 17 of its 20 commits.

Stack: PHP · MVC · MySQL

Private research

EgoQuest

Research on personality signals in short conversations, across MBTI, the Enneagram, the Big Five and Socionics. Not a clinical or diagnostic tool.

Keen360

CRM migration and pipelines

A Creatio CRM migration with a Python ETL and dashboards, faster lead-generation pipelines, automated data entry, and the API playbooks used for onboarding.

Stack: Python · Creatio CRM · SQL

SBM / OPM Innovation Challenge

Passenger and pothole detection

A computer-vision and weather model for the challenge, with a driver dashboard. The team won Best Emerging Team. I made 16 of the 36 commits in the team's repository, the most of anyone.

Stack: Computer vision · Python

V75 Inc.

Generative AI agents

Agents on Jaseci with named-entity recognition and retrieval, evaluated with precision, recall and F1, and put into the team's daily work.

Stack: Python · Jaseci · NER · RAG

Kaggle and GitHub

Notebooks

Public notebooks: an obesity-risk XGBoost model that took a Kaggle bronze medal, a bank churn model, and exploratory work on public datasets.

Stack: Python · Pandas · XGBoost

Client website

John Campayne Martial Arts Academy

BJJ, MMA and boxing at the Ogle Community Center Ground, Georgetown.

Client website

BizAssist Guyana

A digital marketing and web development agency in Georgetown.

Client website

Demerara Drive

Vehicle rental and purchase in Guyana.

Client website

Vurlon Mills Football Academy

Youth football training in Georgetown for boys and girls aged 4 to 16.