diff --git a/jerry's resume/Resume_2025_r2.pdf b/jerry's resume/Resume_2025_r2.pdf new file mode 100644 index 0000000..d88fcfa Binary files /dev/null and b/jerry's resume/Resume_2025_r2.pdf differ diff --git a/jerry's resume/v3.tex b/jerry's resume/v3.tex new file mode 100644 index 0000000..ddb80cb --- /dev/null +++ b/jerry's resume/v3.tex @@ -0,0 +1,152 @@ +%------------------------- +% Resume in Latex (Expanded, Times New Roman 9pt) +%------------------------- + +\documentclass[letterpaper, 9pt]{article} + +% Packages +\usepackage{latexsym} +\usepackage[empty]{fullpage} +\usepackage{titlesec} +\usepackage[usenames,dvipsnames]{color} +\usepackage{enumitem} +\usepackage[hidelinks]{hyperref} +\usepackage{fancyhdr} +\usepackage[english]{babel} +\usepackage{tabularx} +\usepackage{times} + +% Colors +\definecolor{light-grey}{gray}{0.83} +\definecolor{text-grey}{gray}{.08} + +% Section formatting +\titleformat{\section}{\bfseries \vspace{-5pt} \raggedright \large}{}{0em}{}[\color{light-grey} {\titlerule[2pt]} \vspace{-5pt}] + +% Margins +\pagestyle{fancy} +\fancyhf{} +\fancyfoot{} +\renewcommand{\headrulewidth}{0pt} +\renewcommand{\footrulewidth}{0pt} +\addtolength{\oddsidemargin}{-0.5in} +\addtolength{\textwidth}{1in} +\addtolength{\topmargin}{-.6in} +\addtolength{\textheight}{1.4in} + +% Custom commands +\newcommand{\resumeItem}[1]{\item\small{#1 \vspace{-1pt}}} +\newcommand{\resumeSubheading}[4]{ + \vspace{-1pt}\item + \begin{tabular*}{\textwidth}[t]{l@{\extracolsep{\fill}}r} + \textbf{#1} & {\small #2} \\ + \textit{#3} & {\small #4} \\ + \end{tabular*}\vspace{-4pt} +} +\newcommand{\resumeProjectHeading}[3]{ + \item + \begin{tabular*}{\textwidth}{l@{\extracolsep{\fill}}r} + \textbf{#1} | #2 & {\small #3} \\ + \end{tabular*}\vspace{-2pt} +} +\newcommand{\resumeSubHeadingListStart}{\begin{itemize}[leftmargin=0in, label={}]} +\newcommand{\resumeSubHeadingListEnd}{\end{itemize}} +\newcommand{\resumeItemListStart}{\begin{itemize}[leftmargin=*]} +\newcommand{\resumeItemListEnd}{\end{itemize}\vspace{-4pt}} + +\color{text-grey} + +%------------------------------------------- +\begin{document} + +%----------HEADING---------- +\begin{center} + \textbf{\Huge Che-Jung (Jerry) Chuang} \\ \vspace{5pt} + \small \texttt{571-689-7318} $|$ + \texttt{jerry102102102@gmail.com} $|$ + \url{https://www.linkedin.com/in/che-jung-chuang-00886827a} $|$ + \url{https://github.com/jerry102102102} +\end{center} + +%-----------EDUCATION----------- +\section{EDUCATION} + \resumeSubHeadingListStart + \resumeSubheading + {University of Maryland, College Park}{College Park, MD} + {M.Eng. in Robotics}{Aug. 2025 -- May 2027 (Projected)} + \resumeItemListStart + \resumeItem{Coursework: Embedded Systems, ROS2, Reinforcement Learning, Kinematics, Sensor Fusion, Motion Planning} + \resumeItemListEnd + + \resumeSubheading + {National Yang Ming Chiao Tung University (NYCU)}{Hsinchu, Taiwan} + {B.S. in Computer Science}{Sep. 2019 -- Jun. 2023} + \resumeItemListStart + \resumeItem{GPA: 3.7/4.3 (last 60 credits)} + \resumeItem{Coursework: Computer Networks, Wireless Networks, Network Programming, Network Architecture \& Implementation, CCNA Training} + \resumeItemListEnd + \resumeSubHeadingListEnd + +%-----------WORK EXPERIENCE----------- +\section{WORK EXPERIENCE} + \resumeSubHeadingListStart + \resumeSubheading + {STARK Tech}{Taipei, Taiwan} + {Python Engineer}{Mar. 2024 -- Jul. 2025} + \resumeItemListStart + \resumeItem{Built large-scale real-time recommendation pipeline (Azure EventHub + Databricks DLT + Metarank.io), supporting millions of events/day and powering trending, related, and personalized news feeds.} + \resumeItem{Developed and maintained backend services (Nest.js, Prisma, PostgreSQL on Azure) to launch production-ready financial news site \href{https://stock.ltn.com.tw/article}{stock.ltn.com.tw}, including data crawling.} + \resumeItem{Led enterprise BI agent project: integrated LLMs with HITL workflows, AST validation, and automated regression tests. Boosted query success by 35\%, cut token usage by 20\%, and launched 1.5 months early.} + \resumeItem{Engineered contextual ad-serving system: combined multi-armed bandits (Google Ads API) with NLP-based content–ad relevance scoring. Achieved 20\% CTR lift and reduced wasted spend.} + \resumeItem{Designed fresh-produce e-commerce recommender: processed raw SQL purchase logs, shifted features from absolute counts to \textit{deviation-from-average} demand, avoiding over-promotion of staples. Result: homepage-to-cart conversions increased 30\%.} + \resumeItemListEnd + + \resumeSubheading + {Academia Sinica, Institute of Information Science}{Taipei, Taiwan} + {Research Intern}{Jun. 2022 -- Oct. 2022} + \resumeItemListStart + \resumeItem{Implemented graph-based resource allocation for Social IoT; improved robustness under dynamic topologies by 15\%.} + \resumeItem{Contributed to SIoT + Metaverse research: co-authored internal reports, evaluated scalability of distributed algorithms, and built simulation environments for testing.} + \resumeItemListEnd + \resumeSubHeadingListEnd + +%-----------PROJECTS----------- +\section{PROJECTS} + \resumeSubHeadingListStart + + \resumeProjectHeading{Business Intelligence LLM Platform}{LLM Agents, Prompt Engineering}{Jan. 2024 -- Jul. 2025} + \resumeItemListStart + \resumeItem{Developed agentic BI assistant integrating text-to-SQL, visualization, and reasoning pipelines for enterprise analytics.} + \resumeItem{Integrated HITL + AST validation and automated regression suite to ensure reliability across queries.} + \resumeItem{Accelerated delivery by 30\%, improved success rate by 35\%, and reduced cloud costs by 20\%.} + \resumeItemListEnd + + \resumeProjectHeading{DQN-based Real-time News Recommendation}{Python, PyTorch, Reinforcement Learning}{Mar. 2024 -- Jul. 2025} + \resumeItemListStart + \resumeItem{Designed RL-based recommender handling news content churn and cold-start challenges.} + \resumeItem{Implemented DQN for ranking, with streaming ETL (EventHub→Databricks DLT) and fallback BM25+Louvain ranking.} + \resumeItem{Achieved 20\% CTR increase and 15\% engagement growth; robust against data drift.} + \resumeItemListEnd + + \resumeProjectHeading{Smart Meter Anomaly Detection}{Python, Time-series, IoT}{Jan. 2023 -- Jun. 2023} + \resumeItemListStart + \resumeItem{Built anomaly detection for electricity consumption; engineered ingestion + labeling pipelines for IoT data.} + \resumeItem{Applied DTW-based clustering to identify abnormal household patterns with high precision.} + \resumeItem{Improved detection efficiency by 25\%; scalable to national smart-grid deployments.} + \resumeItemListEnd + + \resumeSubHeadingListEnd + +%-----------SKILLS----------- +\section{SKILLS} +\begin{itemize}[leftmargin=0in, label={}] + \small{\item{ + \textbf{Languages:} C, C++, Python, SQL \\ + \textbf{AI/Robotics:} ROS2, NVIDIA Isaac, RL (DQN, PPO), Motion Planning, Control Systems, Sensor Fusion, Kinematics \\ + \textbf{ML/LLM:} PyTorch, LangChain, LangGraph, PydanticAI, Text-to-SQL, LLM Agent Design \\ + \textbf{Platforms:} Docker, Kubernetes, Jenkins, Git, Azure, GCP, Linux \\ + \textbf{Backend:} Node.js, Nest.js, Prisma, PostgreSQL + }} +\end{itemize} + +\end{document}