Dalhousie Computer Science & Management

Lucas Reydman

Freelance agentic developer. I ship complete products fast: AI agents do the heavy lifting, I own the quality.

Download resume

Projects

Client work, live product

FBI Basketball

The subscription platform behind FBI Basketball, a fantasy hoops brand. Consensus redraft rankings blend expert boards into one list, a trade calculator evaluates any deal on demand, and managers import their Sleeper or Yahoo leagues for advice on their actual rosters. Supabase auth gates roles, Stripe handles subscriptions, and a Discord bot ties membership to the community. Built and shipped solo, from pitch artifact to production.

Solopitch to production

Stripesubscriptions

2league imports

Next.js 16, React 19, TypeScript, Supabase, Stripe, Vercel

See it live
FBI Basketball landing page
Personal project, 2026

SHARPRFI

MLB first-inning betting research covering both sides of the NRFI and YRFI market behind one toggle that flips probabilities, break-even odds, and methodology between views. One engine estimates expected first-inning runs with a Poisson model over stabilized pitcher and lineup stats, park factors, and live weather. A second replays the first inning 10,000 times per game with a batter-level Monte Carlo simulation. The headline number blends both, and a bet-value calculator turns posted odds into expected value.

10,000simulations per game

1,344games backtested

Next.js, TypeScript, Tailwind, Vercel KV, MLB Stats API, Open-Meteo

See it live
SHARPRFI slate view with per-game YRFI probabilities
Senior developer, team project

Pride STEM Canada

The public home of Pride STEM Canada's national 2SLGBTQ+ in STEM conference: registration, event schedule, presentation submissions, sponsorship, and governance for delegates across the country. As senior developer I led the architecture and owned the hardest paths, building Stripe-integrated registration across multiple delegate tiers, Firebase auth and real-time content management, and the Resend transactional email pipeline, all deployed through GitLab CI/CD.

250+delegates served

Multi-tierStripe registration

Next.js, React, Framer Motion, Firebase, Resend, GitLab CI/CD

See it live
Pride STEM Canada conference site

More projects

MLB BvP Career batter-vs-pitcher research for the hit market, with ranked matchups and daily picks built from live MLB lineup data 2026 Fantasy Draft Lottery Simulator Exact-odds lottery engine for any league format, with pick trading and a full animated reveal night for commissioners 2026
QuickCash Android job marketplace with role-based dashboards, location-aware search, and PayPal payments, built in a team of eight under strict TDD 2025
wdinomf? The final-grade calculator every student opens in April: log your assessments, set a target, see the exact score you need 2025
Tic Tec Toe Research-paper feed with audio playback for academics on the go, built with React Native, Expo, and Supabase 2025

Experience

Analyst, Global Functions Technology

Current
May 2026 to Present

RBC

  • Building internal tooling with agentic AI development workflows and Python.
  • Shipping semantic HTML and CSS for internal web platforms.
  • Managing documentation and collaboration across Confluence and Jive.

Analyst, Financial Shared Services

May 2025 to Aug 2025

RBC

  • Managed operational tasks and the full invoice lifecycle for RBC's U.S. business units.
  • Used SAP to cross-reference vendor information, validate purchase orders, and monitor payments.
  • Routed and tracked invoices through automated Pega workflows.
  • Indexed and stamped verified invoices and organizational documentation in Excel.

Digital Solutions Intern

May 2024 to Aug 2024

Torinit Technologies

  • Drove client growth with ZoomInfo, HubSpot, and LinkedIn Sales Navigator.
  • Created LinkedIn content, social media schedules, and strategy in Canva.
  • Applied design thinking to build proofs of concept for digital solutions.
  • Streamlined team collaboration through Microsoft Teams and Excel.

Founder & Head of Operations

Sep 2021 to Aug 2023

Panther

  • Generated $40,000+ in revenue through sales strategy and business process optimization.
  • Directed a sales team, owning strategic execution and personnel training.
  • Led social media marketing campaigns for student events across Toronto.
  • Coordinated event logistics, venue bookings, contract negotiations, and budgets.

Research & Development Intern

Jun 2023 to Aug 2023

Mirabella Development Corporation

  • Conducted market research on industry trends, consumer preferences, and competitive positioning.
  • Organized and facilitated cross-functional meetings with actionable outcomes.
  • Networked with professionals across real-estate development and investment.
  • Managed project tasks, resource allocation, and progress tracking across concurrent initiatives.

Builder first, developer second

I'm an Applied Computer Science student at Dalhousie with one foot in the Faculty of Management. I like building software, and I like knowing why it should exist. Before I wrote much code I was running businesses: a student-events company that cleared $40K, a sports camp before that. That instinct, ship something real and make it better, is still how I build.

Most of my work now happens alongside AI. I run agentic workflows with Claude Code daily and care about the craft of it: prompt design, tool use, knowing when to trust the machine and when not to. I freelance as an agentic developer, taking products from pitch to production the way I did for FBI Basketball, while working as an Analyst on RBC's Global Functions Technology team.

Lucas Reydman
Halifax / Toronto

Education & honors

Dalhousie University · 2023 to 2027

Applied Computer Science

Bachelor's degree with a Certificate in Managing Data and Information. Coursework spans full-stack development, databases, UI/UX, security, and systems design, paired with management courses in project management, communications, and organizational leadership, with cross-year software teams shipping real projects for non-profit clients.

3.91 Cumulative GPA
×6 Dean's List
Community Leadership Scholarship Dalhousie University 2023
Ontario Scholar Ontario Ministry of Education 2023
Lawrence Park Collegiate Institute Honor Roll, Bilingual Studies 94% avg
Certified Agile & Scrum and Prompt Engineering for Developers 2024 / 2025

What I work with

Build

  • JavaScript & TypeScript
  • React & Next.js
  • Python
  • Java (OOP, Android, Gradle)
  • Node.js & REST APIs
  • HTML, CSS, GSAP & Framer Motion
  • SQL, Supabase & MySQL
  • Firebase (Auth, Firestore, Storage)
  • Stripe payments & subscriptions
  • Git, GitLab, GitHub & CI/CD

AI

  • Claude Code & agentic workflows
  • Claude API & Anthropic SDK
  • Prompt engineering
  • Multi-turn context management
  • AI code review & debugging
  • AI workflow automation
  • RAG & vector search
  • LLM evaluation & refinement
  • GitHub Copilot & Cursor
  • Tool use & MCP integrations

Lead

  • Entrepreneurship & venture building
  • Team leadership & mentorship
  • Agile & Scrum
  • Strategic planning
  • Budgeting & forecasting
  • Market & competitive research
  • Customer relationship management
  • Cross-functional collaboration

Tools

  • Figma, Canva & Photoshop
  • Postman & API testing
  • JUnit, Mockito, Vitest & Playwright
  • Jira, Notion & Confluence
  • Vercel, Azure & cloud deploys
  • Slack & Microsoft Teams
  • HubSpot & ZoomInfo
  • VS Code, Cursor & IntelliJ

Let's talk.

Taking on freelance work: agentic AI systems, full-stack product builds, and automation. Tell me what you want shipped.

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