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I am a software developer and data-minded engineer blending research-grade analytics with production-ready web applications. My work at CRAFTS Lab and Banana Service spans building scalable data tools, interactive analytics, and modern front-end experiences, always aiming for reproducibility and maintainability. I’m passionate about turning complex data into accessible software and collaborating across disciplines to deliver impactful solutions.…I am a software developer and data-minded engineer blending research-grade analytics with production-ready web applications. My work at CRAFTS Lab and Banana Service spans building scalable data tools, interactive analytics, and modern front-end experiences, always aiming for reproducibility and maintainability. I’m passionate about turning complex data into accessible software and collaborating across disciplines to deliver impactful solutions.

Jesse A. S. Fraser

Full Stack Developer, Web Developer, Front-End Developer, +2

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I am a software developer and data-minded engineer blending research-grade analytics with production-ready web applications. My work at CRAFTS Lab and Banana Service spans building scalable data tools, interactive analytics, and modern front-end experiences, always aiming for reproducibility and maintainability. I’m passionate about turning complex data into accessible software and collaborating across disciplines to deliver impactful solutions.…I am a software developer and data-minded engineer blending research-grade analytics with production-ready web applications. My work at CRAFTS Lab and Banana Service spans building scalable data tools, interactive analytics, and modern front-end experiences, always aiming for reproducibility and maintainability. I’m passionate about turning complex data into accessible software and collaborating across disciplines to deliver impactful solutions.

Available to hire

I am a software developer and data-minded engineer blending research-grade analytics with production-ready web applications. My work at CRAFTS Lab and Banana Service spans building scalable data tools, interactive analytics, and modern front-end experiences, always aiming for reproducibility and maintainability. I’m passionate about turning complex data into accessible software and collaborating across disciplines to deliver impactful solutions.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Work Experience

Software Developer at CRAFTS Lab, Trent University

January 1, 2024 - October 28, 2025

Architected research-grade software in Python, C/C++, R (Shiny), and Cython; built a mass-spectrometry database exploration tool (Flask + MongoDB) with interactive analytics; designed a forensic handwriting analysis pipeline leveraging CNNs and GPU acceleration; developed a hate-speech detection platform using transformer embeddings and ensemble ML models; implemented cross-language interoperability layers linking Python backends and R modules; applied Parquet-based I/O and GPU-accelerated computing for multi-terabyte datasets; deployed models via Flask/Django interfaces with containerized CI/CD.

Full Stack Web Developer at Banana Service

January 1, 2025 - October 28, 2025

Architected and deployed production-grade web ecosystem (public site + CRM + inventory + accounting) using TypeScript, React, Node.js, and MongoDB; engineered SOA microservices and RESTful APIs enabling multi-domain data synchronization; implemented JWT/RBAC authentication, indexing, and caching to achieve sub-100 ms latency; developed mobile-first UI with React Router, hooks, and context-based state management; automated builds and deployments via GitHub Actions CI/CD; refactored legacy workflows into modern microservices to reduce technical debt.

IT Systems Administrator at Emmanuel United Church

January 1, 2025 - October 28, 2025

Designed and deployed the church’s complete IT infrastructure, including network layout, storage systems, and workstation provisioning; built a dual-network VLAN environment with secure routing and access control; implemented NAS-based centralized backup; set up and maintained hardware, software, and peripherals; managed livestreaming/AV using OBS Studio and networked equipment; provided ongoing IT support and training.

Teaching Assistant at Trent University

January 1, 2021 - January 1, 2021

Led seminars, proctored exams, graded assessments, and provided office hours for undergraduate mathematics courses.

Teaching Assistant at Trent University

January 1, 2023 - October 28, 2025

Supported mathematics courses through seminars, exam administration, grading, and student assistance.

Research Assistant at Trent University

August 31, 2022 - August 31, 2022

Developed a modified SEIQR model to predict the development of the SARS-CoV-2 pandemic; implemented simulations in Python and R; summarized and presented results with R Quarto and LaTeX Beamer.

Research Assistant at Royal Military College of Canada (R.M.C.)

August 31, 2018 - August 31, 2018

Summer 2018: Implemented queueing models in MAPLE and R; conducted experimental research on military PPE, developing SOPs.

Research Assistant at Royal Military College of Canada (R.M.C.)

August 31, 2021 - August 31, 2021

Summer 2021: Continued queueing analyses and experimental designs related to PPE research.

NSERC USRA Student Researcher at Trent University

August 31, 2019 - August 31, 2019

Conducted independent research involving cones and their application to fixed-point theorems in ODE theory; co-authored a conference presentation at the Applied Mathematics, Modelling, and Computational Science conference (U of Waterloo).