Work Experiences
L8 Coding and Tasking Reviewer — Outlier AI
Apr 2025 – Present
- Performed optimizations and quality controls for 100+ code-related data annotation delivery items.
- Refactored and debugged 100+ AI-generated results & codes in Python, JavaScript or C++ for supervised fine-tuning.
Remote
Software Engineer — iFlytek
May 2022 – Aug 2022
- Achieved >99% accuracy in image classification pipeline using OpenCV (Python) for production quality control.
- Implemented Brenner algorithm in C++ for image quality evaluation; automated industrial camera setup end-to-end.
- Debugged and resolved issues across 100+ NVIDIA embedded graphic-processing devices.
Guangzhou, China
Freelance Developer — Fiverr
Feb 2025 – Present
- Debugged and optimized an OpenGL project with Visual Studio, eliminated thread conflicts and delivered within 24 hours, delivering >20× speedups on client's workloads.
- Provided customized CUDA function design to match client's GPU performance & data input characteristics.
Remote
Project Experiences
AWS Website Hosting -- ColinChen.cc
Aug 2025 – Present
- Designed & deployed cost-efficient static website architecture using S3 + CloudFront + Route 53.
- Confi gured S3 bucket for static web hosting with an Origin Access Control, ensuring private content access through designated CloudFront Distribution.
- Implemented CloudFront distribution with custom domain and SSL certificate via AWS Certificate Manager, enabling HTTPS for improved security and SEO.
- Integrated Route 53 hosted zone with ALIAS records to support apex and www records for reliable DNS.
- Delivered highly available, globally accessible content with low operational overhead and near-zero hosting costs.
Remote
Developer, Team Leader — Travel Companion
Sep 2024 – Dec 2024
- Built RESTful API with Express.js and Node.js for core CRUD functionality; used Mongoose for query-oriented schemas.
- Enable authenticated AJAX using Fetch API for client-side file manipulation.
- Supported embedded map, route search and display with Mapbox API.
- Secured the application with authentications using Cookies and anti-XSS module.
- Developed a user-matching algorithm using temporal-spatial signals for travel plan alignment.
Hoboken, NJ
CUDA Developer -- 3D Computational Fluid Dynamics Simulation
Feb 2024 – May 2024
- Engineered a 3D computational fluid dynamic program with C++ based on Lattice-Boltzmann Method.
- Achieved 170x speedup with GPU acceleration by parallelizing the program using CUDA.
- Optimized CUDA version of the algorithm with register reuse and binning, reducing GPU global memory access and improving response rate by 34%.
- Identified program bottleneck using Nsight and improved GPU throughput by 35%.
Hoboken, NJ
Deep Learning Research Engineer — Cyblogger
Sep 2023 – Dec 2023
- Cleaned and mapped labels using NumPy; fine-tuned 15 network designs across 5 NLP classification tasks in TensorFlow.
- Improved results by balancing datasets via reclassification & relabeling; achieved >70% accuracy on binary tasks using multi-class training strategies.
Hoboken, NJ
Technical Highlights
Web & Cloud
Systems & Performance
Machine Learning
Formal & Languages
Personal Interests
Lacanian Psychoanalysis
Photography
LeetCode
Traveling
Steam Deck Hacking
Last updated: September 2025