- Worked in a team to explore the efficacy of spatially modeling noise pollution using a prototype sensor- Evaluated CNN and RNN configurations to optimize model performance, leveraging hyper-parameter tuning and architecture experimentation to achieve a model accuracy of 96.5%- Developed a robust preprocessing pipeline, mitigating data inconsistencies and increasing model accuracy by ~15%- Identified abnormal sensor behavior through data visualization and temporal investigation, facilitating early redesign of experiments- Delivered weekly milestone presentations and a final technical report to stakeholders proving sensor efficacy, resulting in smooth project acceptance and hand-off with high satisfaction

- Developed and designed packing automation solutions for the food, beverage, and pharmaceutical industries- Redesigned end-of-arm-tooling (EOAT) by optimizing part topology for manufacturing and sourcing high-efficiency components, reducing material cost by 30% and assembly time by 20%- Established ERP standards to facilitate systemized design practices, increasing designer workflow by 40%- Conducted safety assessments adhering to ISO 13857, ISO 13854, ISO 13855, and ISO 14120 while documenting issues and resolutions, fostering transparent stakeholder communication and reducing on-site audits- Served as the primary point of contact to quickly resolve issues during machine assembly, communicating with suppliers and manufacturers to mitigate potential timeline impacts- Fostered cross-functional collaboration to pass machine factory acceptance tests (FAT) while managing multiple projects by organizing test results and facilitating quick feedback loops to engineering teams

- Performed dynamic analysis on naval aircraft securing and landing gear systems to determine operational limitations- Used numerical methods to transform manufacturer ship and helicopter data into analysis ready mathematical models- Engineered a data validation pipeline to identify and rectify manufacturer data inaccuracies through visualization and numerical testing, achieving a 70% improvement in pre-processing time and reducing simulation errors- Derived actionable insights by post-processing simulation results to deliver technical presentations and reports to stakeholders, communicating design shortfalls and recommending system modifications