Jeremiah Ddumba Email & Phone Number

Mechanicsburg, Pennsylvania, United States

• Developing and optimizing deep neural networks (DNNs) and reinforcement learning (RL) models for RF (radio frequency) signal classification and target detection as part of the Research and Development team, using TensorFlow, PyTorch, and CUDA for accelerated computations• Preprocessing RF signal data and implementing reward-based learning systems for effective target detection and tracking, utilizing SciPy, NumPy, and CUDA-accelerated libraries for efficient signal processing as part of the R&D efforts• Set up and managed Python development environments using Docker, creating Docker containers with CUDA support to integrate key AI libraries such as TensorFlow, PyTorch, Stable Baselines3, and OpenAI Gym, facilitating scalable development and optimization of RF models• Applying model performance tuning and hyperparameter optimization with CUDA acceleration to achieve real-time detection and improved accuracy in RF signal processing tasks by 95%

Austin, Texas, United States

• Enhanced the stimulus and test scope of the address map programming, validating a critical errata and increasing the test pass rate and system reliability• Resolved test errors by fixing the PSAM (Programmable System Address Mapping) stimulus generation script for RTL validation, reducing execution errors and accelerating verification test cycles • Developed comprehensive coverage for various error conditions within PSAM, enhancing test coverage for the top-level interconnect testbench suite• Created detailed documentation in Confluence, which made the onboarding process for new starters 20% faster

Middletown, Pennsylvania, United States

• Raised over $158,456.86 enabling IEEE to host all the +220 events we’ve done in the past 3 years that I’ve been president for our 76 technical workshops, 3 projects, 15 professional development workshops, 3 conferences, and 10 educational trips that enriched the IEEE Penn State members and Penn State campus community in general• Led a 22-officer team, driving a 253% boost in event participation through weekly workshops, improving the quality and impact of our events at Penn State• Increased member engagement by 50%, through organizing 40+ quality events per semester, promoting a vibrant community, and enhancing branch recognition across Penn State and the surrounding area by 279%• Developed 44 funding proposals, improving resource efficiency by working with vendors to build relationships and get discounts on items, leading to a 30% decrease in event costs• Spearheaded and currently directing the IEEE hackathon. Now in its third iteration, this semesterly event showcases a student-developed platform, HackPSH.org, significantly enhancing the participant experience. As the project lead, I manage a team of 20 students, achieving our marketing, funding, and platform objectives• Revitalized the Penn State Radio Station and secured a $10,000 grant from the College of Humanities, orchestrating a collaborative effort with 6 students and 3 professors to bring the campus radio back to full operation. This effort not only reestablishes a vital media outlet but also merges technical and humanities disciplines, enhancing cross-disciplinary communication across Penn State• Led the development and construction of a Multi-Dish Radio Telescope, coordinating a multidisciplinary team of 35 students across Computer Science, Electrical Engineering, and Mechanical Engineering sub-teams. This initiative aims to deliver a significant research tool for the university, exemplifying the practical application of classroom knowledge and promoting cross-departmental collaboration

Austin, Texas, United States

• Developed comprehensive end-to-end test framework/automation tools using Python, Cypress, Angular 5 & 16, HTML, CSS, JavaScript, and Pytest that reduced manual testing time from 297 hours to 51 hours, yielding savings of 246 hours and $57,234 for Arm• Developed a Python-based automated E2E test framework, slashing test creation time by 94% and significantly boosting productivity; from 17 hours down to 1 hour• Learned TypeScript within 3 weeks, directly enhancing feature development and testing efficiency for the E2E framework• Led Angular codebase refactoring to improve maintainability, streamlining code comprehension efforts• Enhanced software reliability by honing Pytest debugging skills, expediting issue resolution, and enhancing performance• Specialized in Full Stack development, notably in Python-based E2E test automation

University Park, Pennsylvania, United States

• Collaborated to develop a targeted melanoma treatment using immune checkpoint inhibitors, optimizing efficacy and reducing toxicity by 45% through personalized dosages algorithm, establishing guidelines for optimal patient-specific dosing • Developed data analysis pipelines with Pandas and OpenCV, extracting actionable insights to inform data-driven treatment decisions• Collaborated with Dr. Hardy on in-depth interviews with 10 top immune checkpoint inhibitor researchers, providing crucial insights to steer his ongoing research• Conducted image analysis research, quantifying the grey scale-to-color pixel ratio in JPEG images to support digital image processing and analysis

Austin, Texas, United States

• Led the tooling team to locate and resolve critical bottlenecks, reducing Verilog build times by 43% and significantly expediting project completion• Enhanced Design Rule Check (DRC) tool efficiency by 40% through a custom Python script, optimizing Non-Coherent Interconnect Team's workflow• Created a Python automation tools that increased bottleneck discovery efficiency by 39%, significantly speeding up identification processes• Played a pivotal role in debugging and optimization for the Build Engine team, significantly enhancing system performance and operational reliability

• Utilized the AT&T Summer Learning Academy to deepen my expertise in 5G, Artificial Intelligence, and game design, integrating these advanced technologies into my electrical engineering and computer science projects. This initiative led to the creation and delivery of specialized workshops for IEEE members, enhancing their skills in emerging technologies and Unreal Engine 5 applications.• Enhanced development and team management processes through insights gained from the externship, applying business and project management strategies to optimize operations within the Arm System IP team. My leadership skills were further demonstrated by successfully overseeing a team of 22 officers and leading fundraising efforts that garnered $145,618 to support IEEE Penn State's diverse technical workshops, hackathons, conferences, projects, field trips, and social events.• Achieved a Credly digital badge for continuous professional development, signifying my leadership in fostering IEEE's educational growth through the IEEE Professional Development Series. This series offered students workshops on LinkedIn, resume building, and professional branding, complemented by services from professional photographers and makeup artists for headshots.• Highlighted the societal impacts of technology through my commitment to community service and volunteerism, notably founding the Teen & Child STEM programs. These initiatives aimed to connect middle and high school students' growing interest in STEM with potential college pathways, fulfilling a vital need for accessible STEM education in the community.

University Park, Pennsylvania, United States

• Researched on a cost-effective, high-precision methane sensor to alert mitigate valley methane build-up, directly addressing environmental challenges faced by Peruvian farmers• Engineered an affordable methane detection system, reducing costs to $130 from $23,000 for industrial equivalents, while maintaining up to 85% of detection precision and accuracy, making advanced methane monitoring accessible to farmers• Developed a drone-mounted methane sensor for real-time methane monitoring, significantly enhancing safety measures for the Peruvian valleys• Conducted a comprehensive case study on developing and assessing an affordable methane sensor for use in extreme weather events, demonstrating the potential for wide-scale environmental impact

Bachelor'S Degree, Electrical And Electronics Engineering, 3.53

Activities and Societies: President, Institute of Electrical and Electronics Engineering (IEEE) Member, Multicultural Academic Excellence.

High School Diploma

Activities and Societies: Cross Country, Swimming, and Long Distance TrackDuring my time at East Pennsboro High School from August 2016.