Technical Skills

πŸ’Ό Experience

πŸ€– Machine Learning Engineer

Deledao Technologies | Jun 2025 – Present
Hybrid

  • Spearheaded R&D initiatives for multilingual ML product suite including website classification and student wellness monitoring, optimizing model deployment workflows to achieve 98%+ accuracy on Chinese language classification for Taiwanese market despite resource constraints
  • Evaluated 30+ baseline classification models for drug, tobacco, and weapons detection, implementing transformer-based architecture that achieved 91.95% Macro-F1 score on holdout validation set
  • Accelerated production-grade deployment timelines through automated preprocessing pipelines and AWS infrastructure optimization, supporting 3x sales volume growth capacity

πŸš€ Technical Solutions Architect (SMB)

MG SOLUTIONS | Mar 2025 – Present
Remote

  • Architected and executed complete infrastructure migrations for 3+ SMB clients over 1-3 month engagement cycles, transitioning from vendor-locked platforms (GoDaddy, Microsoft 365) to self-hosted VPS environments
  • Deployed Docker-based containerized environments on Ubuntu VPS with Nginx Proxy Manager, Cloudflare DNS/DDoS protection, and Prometheus monitoring stacks, achieving 99.5% uptime
  • Implemented cost-effective self-hosted solutions including Mailcow email servers and Nextcloud storage platforms, eliminating recurring SaaS subscriptions while maintaining enterprise-grade reliability
  • Delivered hands-on technical training to non-technical business owners, enabling autonomous infrastructure management without requiring in-house IT expertise

πŸ“Š CRM Data Engineer

Deledao Technologies | Aug 2024 – May 2025
Part-time, Remote

  • Engineered 7+ post-deal automations for invoicing, provisioning, and data cleanup processes, transitioning company from manual Excel/Google Sheets workflows to integrated HubSpot system
  • Eliminated 15% redundant company data through systematic CRM cleanup while establishing 5+ cross-department communication channels for improved operational efficiency
  • Implemented scalable infrastructure with automated guardrails and business intelligence reporting, enabling 3x sales volume growth without additional manual overhead

πŸŽ“ Adjunct Instructor & Teaching Assistant

Fei Tian College - Middletown | Jan 2024 – Present
On-site

Adjunct Instructor (Oct 2025 – Present)

  • Course Instructor for Linear Algebra (MAT 201), delivering comprehensive instruction to cohort of ~20 undergraduate students

Undergraduate Teaching Assistant (Jan 2024 – Oct 2025)

  • Supported instruction across 4 courses: Statistics (STA101), Data Mining (DAS331), Data Structures (COS205), and Linear Algebra (MAT201), incorporating industry insights into curriculum delivery
  • Developed LaTeX and Quarto-based lecture materials including slides and notes, improving content delivery and student comprehension metrics
  • Provided one-on-one tutoring and structured feedback on coursework, supporting exam preparation and enhancing overall learning experience for both introductory and advanced students

✍️ Technical Writer - Health Department

The Epoch Times | Jul 2022 – Aug 2023
Remote

  • Produced 30+ evidence-based health articles garnering 34,000+ social media shares, demonstrating expertise in translating complex medical research for global audience
  • Co-coordinated daily health talk show (500k+ YouTube subscribers), facilitating expert discussions on trending health topics and conducting stakeholder interviews
  • Writer Profile

πŸŽ“ Education

πŸ›οΈ Fei Tian College - Northern Campus

MS in Quantum Computing | GPA: N/A
September 2025 – May 2027 (expected)

  • Inaugural Candidate for this program (a very polished way of calling myself a lab rat).

BS in Data Science | GPA: 3.79, Magna Cum Laude
January 2023 – May 2025

Relevant Coursework:

  • Statistical Theory and Methods
  • Matrix Analysis
  • Data Mining
  • Data Structures/Algorithms
  • Statistical Computing/Graphics
  • Front-End + Software Development
  • Machine Learning and Artificial Intelligence
  • Database Systems
  • Cloud Computing
  • Big Data Engineering

🚠 University of Zurich

BS in Physics | Transferred Out
October 2022 – December 2022

Relevant Coursework:

  • Linear Algebra
  • Real/Complex Analysis

πŸ† Certifications

⌨️ Programming Languages

Python R Java

Data Science Frameworks

TensorFlow PyTorch Scikit-Learn SQLite SciPy Pandas NumPy Matplotlib Seaborn Tidyverse

Apache Frameworks

Apache Spark Apache Hadoop Apache Hive Apache Airflow Apache NiFi Apache HBase Apache Phoenix Apache Flume Apache Sqoop Apache Kafka

Web Development

JavaScript TypeScript HTML CSS npm Next.js React Three.js Node.js

Database Systems

MySQL PostgreSQL MongoDB SQLite

DevOps Infrastructure and Technologies

Docker Git GitHub Linux Shell Script Jupyter Notebook

Cloud Platforms

Google Cloud Amazon Web Services

Academic Tools

LaTeX Microsoft Office