Resume
Download PDFExperience
Software Engineering / Machine Learning Intern
May 2023 — Aug 2024Bell Canada| Toronto, ON
PythonVertexAI(GCP)LLMNext.jsReactFastAPIBig QueryPostgreSQLCloud Run
- Led planning and implementation of a fullstack generative AI app, reducing training costs by 65% through simulating a customer.
- Collaborated with a team of 5 to scale the app for 5,000+ agents, leveraging Next.js, FastAPI, and PostgreSQL.
- Improved agent's performance by 30%, utilizing Gemini's tool calling and dynamic rubrics to provide personalized feedback
- Increased the realism of scenarios through prompt engineering and fine tuning the LLM's weights
Teaching Assistant
June 2022 — PresentMcMaster University| Hamilton, ON
PythonBashPostgreSQLDiscord API
- Optimized grading process for 1,000+ course materials (labs, assignments, exams) by developing Python and Bash scripts
- Taught Python, C, Bash, and Linux fundamentals to 100+ students through tutorials and labs
Technical VP
Jul 2022 — PresentDeltaHacks| Hamilton, ON
Next.jsTRPCPrismaNetlifyTailwindNextAuth.jsTypeformPostgreSQL
- Managed 7 developers building a stack ranking based judging platform, streamlining 30+ judges' evaluation of 100+ projects
- Integrated TRPC, Prisma, and Netlify functions stack which scaled the backend to handle 10,000+ requests throughout the year
- Developed a graph-based matchmaking tool that paired over 500 hackers into compatible teams based on interest and skillset
Projects
When the Assignment
A Tool for Tracking Upcoming Deadlines
Next.jsTailwindShadcnTypeScriptPostgreSQLPrisma
- Employed a session-based architecture to eliminate the need for authentication and user sign up
- Developed a deadline-priority task tracking system to ensure appropriate time management.
- Implemented a platform-agnostic calendar syncing by hosting remote ICS files using Next.js middleware
Grassy
A friendly bracket robot that plays rock paper scissors
PythonRiveNext.jsOpenCVwebsocketsMQTT
- Created a frontend interface to communicate over mqtt websockets and show robot emotions through Rive animations
- Implemented a tracking algorithm using OpenCV to find people and prompt them to play rock paper scissors
Hackathons
HackMIT
Scuba
Declutter your email with ai agents
PythonLlamaIndexLangchain
- Developed 5 LLM agents to automate emails using LlamaIndex and the ReAct reasoning method
- Created a RAG model based on past emails to allow extensive personalization and accuracy
HacktheNorth
Dash
All in one dashboard for digital life
GCPNext.jsReactTypescriptTailwindPrisma ORMCockroachDB
- Integrated with Yahoo, GitHub and Google APIs such as Gmail, Calendar to provide realtime updates
- Implemented a custom grid component in React to allow maximum user customizability