Experienced software engineer and AI researcher with a Master’s Degree in Computer Vision, Model Compression, NLP, GraphNet, and Applied RL from Incheon National University (Korea). Proficient in multiple Machine Learning and Deep Learning domains, including Computer Vision, Reinforcement Learning, Model Compression, and Graph Neural Network. Skilled in Python, C/C++ programming language, and AI frameworks like Pytorch, Tensorflow, and Keras. Experienced in software development, testing, version control, and CI/CD with a strong ability to manage multiple projects.- Proficient in machine learning libraries and tools: Pytorch, Tensorflow, Scikit-learn. - Familiar with Docker, Kubernetes, Google Cloud, and the concept of microservices. - Knowledgeable in web technologies like Django/Rest API, Flask, Redis, MongoDB, and other communication protocols. - A strong desire to learn advanced machine learning algorithms. - Experienced in Agile/Scrum software development processes in a commercial setting.To learn more about me and some of my projects/papers/master’s thesis, please visit: https://phuocphn.info
System-On-Chips (Soc) Lab
-
ResearcherSystem-On-Chips (Soc) Lab Aug 2019 - PresentIncheon, South KoreaAs part of my previous laboratory team, I applied graph neural network and reinforcement learning to hardware logic synthesis for EDA tools, improving efficiency. I designed GNN models to predict circuit delays and constructed state-representations for RL agents. My work included new machine learning approaches for logic synthesis and novel applications of RL in graph structures.Skills: Machine Learning, Neural Network Design, Computer Vision, Reinforcement Learning, Graph Neural Network, Logic Synthesis Optimization.Responsibilities:- Improved compressed model accuracy by 20% with symmetric quantization.- Developed flexible run-time bit-width adaptation for object detection.- Conducted research on RL, binarization/quantization, and GNN state representation.- Extracted data from OpenSTA and analyzed it using Cppyy.- Utilized Pytorch packages for ML algorithm development and visualization.- Proficient in requirement gathering, analysis, estimation, testing, and reporting.
-
Visiting ResearcherMicas (Ku Leuven) Mar 2023 - Oct 2023Leuven, Flemish Region, Belgium -
Ai Research EngineerKatalon Mar 2022 - Feb 2023Ho Chi Minh City Metropolitan AreaResponsibilities:- Proposed a new autonomous testing model to evaluate tools and techniques in software testing.- Developed a new model to capture the interaction between web elements, it’s served as a building block for other downstream tasks include: test generation, test prioritization, and self-healing in test automation.- Clarified the requirements, objectives and future directions for the working projects. -
Graduate Research FellowIncheon National University Aug 2019 - Nov 2021South KoreaI joined System-on-Chips Lab as a researcher at R&D Institute, Incheon National University. -
Full Stack Software EngineerX Solution Apr 2017 - Aug 2019Ho Chi Minh City, VietnamSkills: Video streaming, Websocket, RESTful API, MicroservicesProjects: 4G Raspberry Pi Streaming, Encrypted Chat App (Back-end)Responsibilities:- Developed and deployed web application using Django Rest Framework, Docker, and Kubernetes- Performed web scraping and information extraction for IoT device monitoring with Python, Scrapy, and Websocket- Implemented Event Task for scheduling and monitoring events- Worked closely with development teams to integrate RESTful APIs for client requests for an Internally Encrypted Chat App.- Built and published interactive reports and dashboards using Django and Scrapy.
-
Research AssistantMmlab University Of Information Technology, Vnu May 2015 - Jul 2017Ho Chi Minh City Metropolitan AreaAt MMLab, I focused on visual search, traffic sign and small object detection. My research was published in the ICONP 2017 Conference. I gained a strong background in AI/ML, Deep Learning, Python, Computer Vision, and Object Detection during my time there.My responsibilities included researching and evaluating AI/ML CV models, coordinating with team members on semantic content-based video search, deploying face recognition for lab management, and reproducing the results of well-known state-of-the-art CV techniques.
Phuoc Pham Education Details
-
Doctor Of Philosophy - Phd -
4.4/4.5
-
8.3/10.0
Frequently Asked Questions about Phuoc Pham
What company does Phuoc Pham work for?
Phuoc Pham works for System-On-Chips (Soc) Lab
What is Phuoc Pham's role at the current company?
Phuoc Pham's current role is AI Researcher | PhD @ TU Munich.
What schools did Phuoc Pham attend?
Phuoc Pham attended Technical University Of Munich, Ku Leuven, Incheon National University, University Of Information Technology.
Not the Phuoc Pham you were looking for?
-
Felix Pham
Undergraduate At Ton Duc Thang University |🥥Vietnamese Coconut ExporterHo Chi Minh City, Vietnam -
-
1anfin.vn -
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial