Jony Chen Email and Phone Number
I recently graduated from Columbia University as a Master's student in Mechanical Engineering with a Robotics Concentration. I'm looking for a full-time job in Robotics or Machine Learning. I focus on algorithms and controls in robotic manipulation and leveraging machine learning and reinforcement learning for robotics applications. I have a strong understanding of the theoretical bases of robot operation, and I have worked extensively on projects developing algorithms for different classes of robots, including robotic arms and mobile robots. Using Robot Operating System 2 (ROS2), I created working code for both real and simulated robots, gaining hands-on experience.I love to explore the power of machine learning in the applications of robotics, such as learning in computer vision and dynamic model learning. I have studied and implemented model predictive control based on learned models and deep reinforcement learning methods (DRL) from scratch.Skills: ROS2, Python, PyTorch, SolidWorks, Abaqus, LaTex, ANSYS, Matlab
Live Building Systems
View- Website:
- livebuildings.com
- Employees:
- 36
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Machine Learning EngineerLive Building SystemsNew York, Ny, Us
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Machine Learning InternLive Building Systems Aug 2024 - PresentManhattan, New York, United States Built a relational database of utility readings for 7000 buildings by designing schema structures and defining relationships and foreign key constraints. Developed SQL workflows for large dataset extraction across multiple tables and integrated with Python for data cleaning, analysis, and visualization. Prepared training dataset of millions of data points of water meter readings, including time-based feature engineering, data labeling, correlation identification, and information leak prevention. Developed a machine learning model that has 87% recall in water leak prediction, saving up to 244,596 gallons of water per building per year.
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Undergraduate Student ResearcherUnsw Feb 2022 - Aug 2022Sydney, New South Wales, Australia• Developed an FEA model of novel composite laminates with curvilinear carbon fibers using Abaqus and Python script post-processing.• Achieved alignment of the fiber and max principal stress in the entire layer using an iterative method.• Evaluated damage initiation of the laminates using three failure criteria for composites. • Achieved 76% improvement in the damage initiation load compared with conventional straight fiber laminate. -
Mechanical Structure DesignerMidea Group (Fortune Global 500 Company) Jun 2021 - Aug 2021• Designed and tested air-cooling and conduction-cooling systems for a novel kitchen appliance for the department with a leading 45% market share in China.• Achieved a rapid reduction of temperature of 1L of water from 95°C to 18°C within 25 minutes, saving 72% of the time compared with the traditional cooling method.• Identified and resolved a critical issue with 3D printed evaporators, where material residuals posed a risk of compressor damage, preventing potential operational failures and saving the company 20% of the R&D budget and 3 weeks of time.• Conducted weekly analyses of 25-30 new patents within the industry, assisting in the issue of the company’s intellectual property monthly newsletter. -
Library AssistantUnsw May 2021 - Jul 2021Sydney, New South Wales, Australia• Collaborated with the director of the UNSW Library to deliver better online workshops for students from all disciplines.• Conducted research on the best ways to lead online workshops during the pandemic, made recommendations that were implemented in follow-up sessions.• Produced a final report, revising workshop content and designing new content for an international student cohort, providing evidence-based approaches that led to robust recommendations.
Jony Chen Education Details
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Gpa 3.96
Frequently Asked Questions about Jony Chen
What company does Jony Chen work for?
Jony Chen works for Live Building Systems
What is Jony Chen's role at the current company?
Jony Chen's current role is Machine Learning Engineer.
What schools did Jony Chen attend?
Jony Chen attended Columbia University, Unsw.
Who are Jony Chen's colleagues?
Jony Chen's colleagues are Sanyam Kumar, Arthur Chan, Ankit Kumar, Lance Kleinberg, Byron Griffiths, Kshitij Vyas, Rahul Nandwani.
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