SimEng

Projects and notes on software, ML, and open source contributions.

Selected projects

Dataset Preparation for Push-off Movement Detection via ResNet18/34

Preparing and annotating a dataset to train ResNet18/34 model to identify push off movement in horizontal jumps. <strong>Advisor:</strong> David Clement Johnson.

Python ResNet18/34 Label Studio

ML Read More →

Pytket Integration for Marqov SDK

An open-source contribution to the Marqov SDK orchestration layer for heterogeneous computing.

Python pytket Marqov SDK

Quantum Computing Read More →

Adding Verbatim Box Support to from_ir() in Amazon Braket Python SDK

An open-source contribution to the Amazon quantum computing library via Amazon Braket Python SDK repository. Adding Circuit.from_ir() support for correct translation of OpenQASM programs containing verbatim circuits.

Python Amazon Braket

Quantum Computing Read More →

In Progress

Building a World Athletics API with FastAPI and Python

Designed a read-only RESTful API for querying normalised IAAF data. Implemented a PostgreSQL schema and read-only endpoints using FastAPI.

FastAPI PostgreSQL Python

API Development Read More →

Setting Up Label Studio with Amazon S3 for Video Annotation

A guide to setting up Label Studio with Amazon S3 for video annotation workflows, including source and target storage setup, IAM permissions, and import filters. <strong>Advisor:</strong> David Clement Johnson.

Label Studio Amazon S3

Data Annotation Read More →

Exoplanet Detection using Hybrid Ensemble ML Architecture and NASA Open Source Datasets

Using Hybrid Ensemble ML architecture for exoplanet detection.

Python Scikit-learn TensorFlow/PyTorch

ML & Astronomy Read More →

On Hold

World Athletics Scoring Tables PDF Parser

A PDF parser to extract and normalise data from official World Athletics scoring document.

Python

Data Processing Read More →

A Tracking System for Triple Jump Performance Analysis

A hybrid, multi-sensor tracking system for triple jump performance analysis using computer vision and IMU to provide insights into athlete technique and biomechanics.

OpenCV Python MediaPipe

Computer Vision Read More →