Hao-Chien (Vic) Lin Email & Phone Number

United States

Carlsbad, California, United States

• Designed log classifiers with 93% accuracy using Python, Keras, Pandas, and Scikit-Learn, in an effort to eliminate manual log classification.
• Developed a data preprocessing pipeline with libraries and techniques such as NLTK, word2vec, TFIDF, and SMOTE.
• Built Grafana dashboards which communicates automation data with 10+ other teams using SQL and Druid.
• Automated test case execution with Python to evaluate software that will be deployed onto 100k+ modems.

Taipei City, Taiwan

• Converted data between CSV and XML formats using PHP Laravel to ensure correct data transfer to distribution centers.
• Automated customer data storage with Python and SQL into MySQL databases, enabling data inspection by other teams.
• Upgraded existing internal data-lookup tools by editing the Python backend and the JavaScript frontend.
• Adopted Jenkins and Gitlab for CI/CD to deploy code onto staging and production AWS servers.

Taipei City, Taiwan

• Utilized Verilog to design a novel 4-stage pipelined MAC capable of performing multi-format multiply and accumulate operations.
• Leveraged Verilog and Python to design a testbench which verified the functionality of the circuit.
• The circuit can be used in hardware accelerators to perform convolution for deep learning tasks such as CNN.Supervised by Professor Tzi-Dar Chiueh of the Microsystem Research Laboratory.

Taipei City, Taiwan

• Implemented a registration, mutual verification, and key agreement scheme between a computer-based cloud server, raspberry pi fog node, and an Arduino device.
• Leveraged C++ and the Arduino Cryptography library to perform cryptography operations such as ECC.
• Established connection between the server, fog node, and the device using the MQTT Protocol.
• Supervised by professor Sheng-De Wang of the High Performance Computing Lab.

Taipei City, Taiwan

• Read various papers relating to 5G architecture, mobile edge computing, software for edge computing, and ONAP architecture
• Supervised by Professor Hung-Yu Wei of the Wireless Mobile Network Laboratory

Taipei City, Taiwan

• Collaborated with researchers to build a music recommender system using the Python NLTK and Keras libraries.
• Applied the Python NLTK library to 10GB of song lyrics for tokenization, stop word removal, and lemmatization.
• Built a website with HTML, CSS, JavaScript, Python, and Flask, integrating the recommender system for any user to use.

Waterloo, Ontario

• Developed a dashboard website using HTML, CSS, JavaScript, Python, and Flask, streamlining data analysis.
• Constructed a MongoDB database for the website, utilizing MQL for efficient data management.

Hualien County, Taiwan, Taiwan

Mandatory Military Service

Master'S Degree, Electrical And Computer Engineering

Bachelor Of Science - Bs, Electrical Engineering

High School Diploma

Activities and Societies: Founder of the Softball Club Student Council Member. Sport Teams: Soccer, Ultimate, Swim, Badminton, Track and.