Data Collection & Preprocessing: Gathered and processed raw data from scientific literature, conducting thorough literature reviews to clean, standardize, and prepare the data for analysis.Data Pipeline Development: Designed and implemented an efficient data pipeline to store, manage, and track data, ensuring proper source control and traceability throughout the project lifecycle.Model Building & Evaluation: Built and deployed multiple machine learning and AI models, exploring… Show more Data Collection & Preprocessing: Gathered and processed raw data from scientific literature, conducting thorough literature reviews to clean, standardize, and prepare the data for analysis.Data Pipeline Development: Designed and implemented an efficient data pipeline to store, manage, and track data, ensuring proper source control and traceability throughout the project lifecycle.Model Building & Evaluation: Built and deployed multiple machine learning and AI models, exploring complex relationships between features and target variables. Applied various models to optimize performance and predictive accuracy.Model Interpretation & Visualization: Leveraged advanced visualization techniques and interpretability tools such as SHAP values to gain deeper insights into model behavior, feature importance, and the decision-making process.End-to-End Project Execution: Demonstrated the ability to independently execute the entire data analytics process, from data collection to model evaluation, employing multiple libraries in Python and Julia to streamline the workflow.Evaluation Standard Creation: Established rigorous evaluation standards to assess model performance and ensure the reliability and validity of results. Show less

• Conducted in-depth interviews with clients in software development and manufacturing to assess advanced R&D activities, enhancing communication skills through detailed evaluations and client interactions• Orchestrate complex technical data from interviews into clear, comprehensive reports, ensuring precise note of clients' R&D efforts and leveraging strong analytical skills for accurate articulation of technical documents• Developed strong prompt engineering skills by applying… Show more • Conducted in-depth interviews with clients in software development and manufacturing to assess advanced R&D activities, enhancing communication skills through detailed evaluations and client interactions• Orchestrate complex technical data from interviews into clear, comprehensive reports, ensuring precise note of clients' R&D efforts and leveraging strong analytical skills for accurate articulation of technical documents• Developed strong prompt engineering skills by applying Generative AI in daily work tasks and projects Show less

• Contributed to Engineering research events such as the Summer Research Poster Competition• Cultivated adept communication, relationship-building, and mentoring abilities by guiding and tutoring students and fostering connections with professors

• Streamlined data processing, analysis, and visualization utilizing automation in Python, Julia, MATLAB, and PowerBI• Optimized data storage and dashboard connectivity by architecting PostgreSQL and MongoDB structure • Boosted maintenance efficiency by using ML and AI models to forecast health status based on historical data• Cultivated robust relationship-building, communication, and teamwork proficiencies by daily job responsibilities• Assisted and Collaborated on the DAQ… Show more • Streamlined data processing, analysis, and visualization utilizing automation in Python, Julia, MATLAB, and PowerBI• Optimized data storage and dashboard connectivity by architecting PostgreSQL and MongoDB structure • Boosted maintenance efficiency by using ML and AI models to forecast health status based on historical data• Cultivated robust relationship-building, communication, and teamwork proficiencies by daily job responsibilities• Assisted and Collaborated on the DAQ process with the industrial partner• Engaged in CNC training and assessment protocols Show less

• Proficiently administered a research calculation database utilizing Linux and PostgreSQL Database• Enhanced user satisfaction by creating a UI using ReactJS and improved result query experience (UI & UX)• Orchestrated the backend for the UI employing Python FAST API/Django (Rest API) and relevant libraries

• Follow Good Manufacturing Practice (GMP) in the pharmaceutical manufacturing environment• Designed productivity tools using Hive database and python script to simplify manufacturing documentation system, increase work efficiency to push the digitization & automation process (UI & UX, Windows App)• Developed, presented and made recommendation to the entire department on a proposal for an innovative workplace environment to encourage collaboration through continuous learning •… Show more • Follow Good Manufacturing Practice (GMP) in the pharmaceutical manufacturing environment• Designed productivity tools using Hive database and python script to simplify manufacturing documentation system, increase work efficiency to push the digitization & automation process (UI & UX, Windows App)• Developed, presented and made recommendation to the entire department on a proposal for an innovative workplace environment to encourage collaboration through continuous learning • Developed strong work ethic, interpersonal, communication and presentation skills by consulting on project with higher level manager and provide workload support to team members• Gained technical software experience by utilizing Acrobat DC/LIMS/PACE in daily work routine Show less

• Optimized the equipment resources usage through the development and publication of Android/IOS App• Organized roles and dedicated tasks for a team of 3 and gained leadership and supervision skills • Nurtured adept consultation and planning abilities by fostering relationships with new clients

• Designed phone App for MSE department in order to the training resources more accessible • Trained new team member and communicated with potential customers using excellent interpersonal skills• Organized roles and tasks for the three people team and gained leadership and self-management skills • Familiar with SOPs for UTM, Rockwell, micro/Macro hardness tester and metallurgical analysis

• Trained on tutoring skills and communication skills through holding online Q & A session • Enhanced critical thinking skills through marking and providing detailed feedback to 300+ lab reports • Take initiative on tutoring engineering report writing

• Examined EELS spectrometer data to discover patterns; gained strong data analysis and data processing skills • Enhanced problem-solving skills by constructing neural network to predict temperature data• Co-authored “Imaging Strongly Coupled Plasmon–Phonon Modes in Mid-Infrared Double Antennas” paper

•Teaching more than 100+ primary school students about some basic science fact •Cultivate their interest in science research•Help them with simple handwork: e.g Catapult•Expand their horizon and help them to make friends with each other

•Manage the order and dicsipline for 35+ students helps them to finsih their work in time•Provide efficient reading skills and spoken English training •Manage the connection between students teachers and parents

•Worked in summer for both 2018 and 2019•Help 10+ students with written and spoken English •Organize 20+ students' work and study plan•Supervise their work and give them some learning advice•Give them some career advice

•Prepare two students for junior high school, train their skills to think critically •Cultivate their Basic math skills. •Help them prepare for the entrance test and get a good grade.•Help then to cultivate better learning skills.