/ experience

may 2026 – aug 2026

internship

Full Stack Developer Intern

Leap Tools

Built internal tooling for AI training data and shipped a full-stack review tool that replaced a manual comparison workflow.

• >Architected a data-request tracking system for internal AI training with RBAC and Celery across 3 backend services, tracing 80,000+ labels to originating requests and eliminating ambiguity across concurrent workflows.
• >Owned the design and implementation of a full-stack Django and React image-review tool replacing a manual comparison workflow, cutting review time from 15 min to 2 min and eliminating 3+ hrs/week of manual work.
• >Improved performance by migrating JSON metadata to indexed fields and removing 4,900+ legacy LOC.
• >Fixed a backfill regression via rollback and validation in under 24 hrs, protecting 200,000+ model-training labels.

may 2025 – aug 2025

internship

Software Engineering Intern

Valemount Network

Improved data and AI workflows across import pipelines, retrieval quality, and backend performance.

• >Improved CSV import speed by 18% by implementing streaming parsing, batched inserts, and row-level error reporting in a TypeScript + React + PostgreSQL pipeline; reduced import failures and manual re-runs.
• >Delivered 40% faster answers and +32% CSAT (n=20) by building a company-specific AI assistant from scratch using a RAG architecture and iterating via stakeholder-driven evaluation and prompt/retrieval tuning.
• >Reduced p95 query latency by 12% by profiling slow endpoints, adding targeted SQL indexes on high-selectivity columns, and validating improvements using metrics instrumentation and regression checks.

apr 2023 – jul 2025

teaching

Assistant Math Tutor

Da Vinci Maths Tutoring

Supported students with targeted learning plans and practical problem-solving sessions.

• >Improved student grades by ~10% for 15+ students by designing individualized learning plans from diagnostics and tracking progress weekly to target specific skill gaps.
• >Increased parent satisfaction by delivering project-based MATLAB mini-labs that reinforced problem-solving workflows; recognized as Assistant Tutor of the Month twice.

jan 2025 – mar 2025

internship

Software Developer Intern

KorraMind

Digitized a manual merchant content-publishing workflow and built out analytics pipelines on top of the Shopify platform.

• >Redesigned the merchant content-publishing workflow by implementing a React interface with AI caption generation, digitizing a manual process and improving operational efficiency across 3+ publishing stages.
• >Built data analytics and reporting pipelines capturing merchant activity metrics via Shopify APIs, enabling Power BI dashboards, data visualization, and improved reporting reliability.