Computer Science Student at University of Waterloo
Hi, I'm Ossama Elhelali
A passionate Full-Stack Develope
Computer Science student with 2+ years of experience building scalable applications. Currently interning at MedSender, where I've reduced system latency by 90%+ and achieved 99.3% accuracy in ML models. Passionate about full-stack development, machine learning, and creating impactful solutions.
Designed and launched a new API email system by integrating Mailgun webhooks, building relational tables for messages/attachments, and developing portal UI for developer management and AI processing.
Engineered an asynchronous, batched delivery system enabling one-click distribution of documents to 50+ recipients, reducing delivery time from minutes to seconds and manual work by 98%.
Achieved 99.3% provider recognition accuracy (+30% over baseline) by architecting and fine-tuning a domain-specific NLP model and prompt, validated against golden datasets.
Technologies Used:
Ruby on RailsRedisElasticsearchPythonDockerReact
Software Engineer Intern
MedSender
Jan 2025 - Apr 2025New York City, NY
Reduced transaction latency 90%+ by replacing a legacy RPA process with a 5+ feature API system, streamlining high-volume client workflows.
Cut down ML hallucinations by 35% and latency 40% by adding fuzzy detection and caching logic.
Accelerated onboarding time by 90% by Dockerizing the app and incorporating SQL, Redis, and ELK stack.
Technologies Used:
Ruby on RailsRedisElasticsearchPythonDockerReact
Software Engineer
BIC UWaterloo
May 2024 - Aug 2024Waterloo, ON
Developed multiple sponsor pages that curated to each clients' highlights and benefits.
Improved search performance by 20% through implementing dynamic filters and optimizing database sanitation.
Cut email manual errors by 30% through automated email workflows using Google App Script.
Technologies Used:
TypeScriptNext.jsGoogle App Script
Fullstack Developer Intern
Kanna Technologies
Jan 2024 - Apr 2024Mississauga, ON
Led the migration of a full-stack service from Lotus Notes and HTML to Typescript, React, Node, and SQL.
Reduced API overhead by 87.5% through deep analysis of workflows and callbacks, improving overall performance.
Created SQL backend and middleware agents to represent data in a visually appealing format on the frontend.
Technologies Used:
TypeScriptReact.jsSQLNode.jsExpress.js
Software Engineer
Coach Chihab Group
Sep 2023 - Dec 2023Burlington, ON
Built a check-in platform that reduced guest check-in time by 95% and managed over 50 attendees.
Utilized Firebase Real-time Database API for dynamic attendee check-in monitoring and visualization.
Technologies Used:
Vue.jsFirebase
Software Engineer Intern
MD
May 2023 - Aug 2023Burlington, ON
Reduced API overhead by 34% through payload size reduction and lazy loading implementation.
Cut drop-off rates by 12% by streamlining the signup and data collection process.
Technologies Used:
Vue.jsPHP
LinkedPin
On the chrome store soon: An AI-powered Chrome extension that summarizes and automates reminders for saved LinkedIn posts, built with React frontend and Java/Spring Boot backend with PostgreSQL database.