• Refine educational robot’s facial animation system based on user feedback, increasing customizable emotion capacity by 5+ times through resolving Raspberry Pi Zero memory issue identified via Python psutil

• Research & optimize reinforcement learning algorithms & reward functions to train bipedal robot to walk in MuJoCo simulator

DTC Products, Tech & Ops Department

• Detected recurring video streaming issues, quantified impact of streaming quality on user engagement, & presented data-driven insights, after building new data tables in Snowflake databases (SQL) & performing EDA on 800+ million records (Python)

• Created Amplitude dashboards to track key metrics & analyze trends over time from 2+ billion user interactions with new digital product features, & recommended which features product & engineering teams should prioritize for improvements

• Engineered web application to wirelessly monitor rehab training sessions of stroke patients engaging in assisted walking on treadmill in real-time, utilizing Figma (UI design), Flask (backend), HTML, CSS, & JavaScript (frontend)

• Ensured smooth client-server communication via SocketIO & threading for dynamic data transmission, enhancing ability to monitor patients from mobile devices afar by over 100%, through same Wi-Fi network using IP address & port number

• Led and executed visually impactful research poster, won best poster at symposium with 150+ researchers & attendees

• Leveraged expertise in Pandas, NumPy, Matplotlib, Seaborn, Plotly, Sklearn, & ML algorithms to extract actionable insights from complex data & condense findings into simple conclusions to communicate to stakeholders

• Identified faulty metering among 400+ energy meters by cleaning & analyzing chilled water, steam, electricity data, & applied statistical analysis techniques to pinpoint anomalies & address infrastructure issues before equipment failure

• Uncovered trends in labor workload data for Facilities Management tasks through in-depth EDA & insightful visualizations in Python, improving resource allocation, task prioritization, & overall efficiency by 10%

• Streamlined invoice processing by automating comparisons to energy usage data, saving billing team 10+ hours per month

• Enhanced efficiency of analyzing DPOAEs by developing script to generate optimized CSV outputs from data in XML files

• Executed augmented reality project using Microsoft Mixed Reality Toolkit for Unity to simulate hands moving objects that change color upon touch