EXPERIENCE
  1. Software Development Engineer InternSYNC 01
    Amazon
    May 2026 - Present
    • Reduced legacy service migration time by 98% (2 weeks → 1 hour per stage) by building multi-step AI agents using prompt chaining and CoT reasoning to automate Java architecture transformation across thousands of lines.
    • Architected an agentic RAG pipeline with few-shot prompting to achieve 92% translation accuracy across legacy API calls, algorithm structures, and AWS cloud deployment patterns into modernized service frameworks.
    • Developed a pluggable natural language interface enabling on-demand algorithm adjustments during automated migration, allowing seamless integration with modern service handlers without manual intervention.
  2. AI Software Engineer, Evaluation LeadSYNC 02
    Wat.ai (TRACE Subteam)
    May 2026 - Present
    • Engineered TRACE, an AI agent reliability engine that automates multi-step execution tracing and failure isolation, reducing root-cause diagnostic latency by 70% for complex RAG and tool-use workflows.
    • Eliminated 95% of runtime non-determinism across 4 downstream production applications by architecting a canonical verifier interface and Pydantic schemas to enforce strict data contracts over subjective LLM logic.
    • Enforced 100% compliance for financial-action workflows by deploying a high-throughput, 7-check deterministic execution engine that intercepts policy violations and eliminates manual operational triage.
  3. Software Engineering InternSYNC 03
    Manulife Financial Corporation
    Jan 2026 - Apr 2026
    • Reduced system downtime risk by scripting a New Relic data exporter and architecting NRQL queries, enabling early detection of 3+ resource bottlenecks before system failure.
    • Designed a Python analysis script and SQL telemetry pipeline to process clickstream data, identifying 20+ suspicious user anomalies by applying mathematical modeling and cross-referencing behavioral logs.
    • Implemented 15+ Salesforce features to automate data entry during document uploads for specialized lending workflows, reducing manual input for high-value client processing using Apex and LWC.
  4. Autonomy Software DeveloperSYNC 04
    Waterloo Aerial Robotics Group
    Sep 2025 - Present
    • Improved real-time signal detection accuracy by 13% using OpenCV2 computer vision algorithms through iterative parameter tuning and validation.
    • Built multi-process telemetry and command systems in Python (PyMAVLink) to simulate UAV communication, reducing message latency by 30% across distributed processes.
  5. Computer Support SpecialistSYNC 05
    C2C Development Holdings
    May 2022 - Sep 2025
    • Engineered a Python-based automation bot that auto-responded to Facebook Marketplace messages, improving response time by over 70% and automating 700+ customer interactions.
    • Provided technical support in database management, hardware setup, and network troubleshooting.
  6. Founder & OperatorSYNC 06
    Custom Gaming Keyboards
    Sep 2022 - Present
    • Designed and sold 35+ custom keyboards, generating $5,500+ in revenue, while building and maintaining an e-commerce platform for orders, client communication, and margin optimization.
  7. Build & Design Team PlannerSYNC 07
    FRC Team 8089
    High School
    • Planned and designed electrical engineering (EE) components and constrained the robot's physical build process.
    • Collaborated with design and build sub-teams to define functional boundaries and integrate electronics efficiently.
PROJECTS
EVA-01NOMINAL
Reparo
Won 1st place ($5,000) by building an Agentic AI system using Gemini vision models for product classification with 90%+ accuracy. Reduced search time by 70% and enabled access to 1,000+ real-time listings by integrating Shopify Storefront API and SerpAPI.
  • Python
  • Gemini API
  • React
  • Node.js
  • Swift
  • PyTorch
DEPLOY ▶
EVA-02NOMINAL
DeliriumWatch
Built a real-time Python monitoring pipeline with SQL-backed secure login and role-based access control for hospital staff, resulting in over 90% reduction in manual monitoring. Implemented OpenCV-based eye detection and live Flask web visualizations to flag abnormal conditions.
  • Raspberry Pi
  • Arduino
  • Python
  • OpenCV
  • HTML
  • CSS
  • Flask
  • C/C++
DEPLOY ▶
EVA-03NOMINAL
AI Admissions Similarity Tool
AI-driven tool to scrape admissions data and compute similarity scores (GPA, tests, interests). Applicant benchmarking with reach, target, and safety school classification.
  • Python
  • PRAW
  • MongoDB
DEPLOY ▶
EVA-04NOMINAL
TailorAI (Silhouette)
Built a full-stack AI platform using computer vision and the MERN stack, processing 200+ images to automatically extract 10+ body measurements per user. Implemented Python CV pipeline with landmark normalization, improving measurement consistency by 40%. Designed scalable backend APIs, MongoDB schema, and responsive React frontend.
  • Python
  • TensorFlow
  • scikit-learn
  • OpenCV
  • Node.js
  • React
  • MongoDB
DEPLOY ▶
EVA-05NOMINAL
Spotify Pi Thing
A standalone Raspberry Pi Spotify controller with a touchscreen UI acting like an in-car console. Uses FastAPI matching OAuth caching for independent boot-time kiosk playback.
  • Raspberry Pi
  • Python 3
  • FastAPI
  • Spotipy
  • JS
DEPLOY ▶
SKILLS
CAUTION - MAGI DELIBERATION IN PROGRESS
LANGUAGESMELCHIOR·1
NOMINAL
  • Python
  • Java
  • C
  • C++
  • Swift
  • TypeScript
  • JavaScript
  • SQL
  • Apex
  • HTML
  • CSS
  • VBA
FRAMEWORKSBALTHASAR·2
NOMINAL
  • PyTorch
  • TensorFlow
  • scikit-learn
  • RAG
  • React
  • Node.js
  • Flask
  • FastAPI
  • OpenCV2
  • REST API
  • PyMAVLink
  • NumPy
  • JUnit
  • Dagger
TOOLS & CLOUDCASPER·3
NOMINAL
  • Git
  • GitHub
  • Docker
  • VS Code
  • AWS (S3, SQS, SNS)
  • Salesforce
  • Postman
  • Kubernetes
  • Xcode
  • MongoDB
  • SQL
COMMENDATIONS
OFFLINE RECORDS
MUSICREC-02
Into rage, EDM, Hyperpop. Charts on AOTY.
KEYBOARDS & PC BUILDINGREC-03
35+ custom boards.
CASENZXT H6 Flow
CPU13600KF
GPU9070XT
MEMORYVengeance 7000MHz CL34
MISCREC-04
Also into manga, martial arts, motorsports.
TRANSMISSION
TERMINALCONTACT
PILOT-EXO CONTACT TERMINAL // awaiting command...
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