Undergraduate Research AssistantMay 2026 - Present
Unary Lab - University of Central Florida• Characterized the Llama-2-7B inference workload for the Mugi LLM accelerator by classifying all 2,500+ per-pass operations into four hardware execution buckets, then generating a validated ONNX graph consumed by the lab’s cost/cycle simulator.
• Rearchitected the Python/PyTorch profiling pipeline to replace per-model if/else dispatch with a plugin adapter registry, uncovering and fixing a latent binning-format defect that had silently broken instrumentation for every model outside the one hardcoded configuration, unblocking profiling for additional architectures.
• Designed a one-shot profiling API producing per-layer lookup-table configs and hardware workload specs from a single config object, through a pluggable strategy/criterion sizer validated end-to-end against the simulator on an NCSA Delta HPC cluster, collapsing per-layer hand-editing into one command.
• Designed an in process evaluation harness that repatches lookup tables in place rather than reloading a 13GB model per layer, converting a 32 round manual search into one unattended job that sweeps a 16-window grid at every layer, seeded per layer from measured exponent histograms.
Hackathon OrganizerApril 2025 - January 2026
Knight Hacks• Assisted in the planning and execution of Knight Hacks VIII, a hackathon of 1,000+ attendees and 60+ events.
Software EngineerFebruary 2025 - January 2026
Knight Hacks• Drove site accessibility to WCAG 2.1 AA keyboard navigation compliance by building 15 reusable React UI components that replaced non-semantic SVG elements with properly labeled, ARIA attributed alternatives.
• Engineered an email automation system from scratch, delivering personalized acceptance, denial, and event-detail communications to 1,000+ applicants for one of Florida’s largest hackathons.
• Built a database backed email queue service and admin console, adding a four tier priority scheduling, batch recipient validation, and date-range blacklisting to replace ad hoc one off send calls across the platform.
Software Engineer InternMay 2025 - August 2025
Data-Enabled Photovoltaics• Automated parsing and normalization of heterogeneous metadata across five instrument sources by developing an object-oriented Python parser with Pandas and SQLite, reducing manual preprocessing time by over 75%.
• Defined and validated FAIR data model standards across 5 pipelines, integrating workflow outputs to preserve metadata provenance through cross pipeline handoffs and make downstream analyses reproducible from raw capture to database record.
• Unified EXIF and TIFF metadata from electroluminescence camera captures with binary Sinton flash-test records into one normalized SQLite schema, adding per file failure logging that surfaced malformed captures instead of silently dropping them.
• Documented the parser/outputer/database separation with an extension guide and D2 architecture diagrams, giving non programmer researchers a path to onboard new instrument types without modifying existing pipeline code.
Software Engineer InternMarch 2025 - May 2025
Zuleris Interactive• Developed a modular Unity/C# radio interference simulator with configurable overlap frequencies and coroutine-driven randomized jamming, enabling a fully adjustable multi-radio training tool.
• Implemented global static C# events to broadcast UI open/close and frequency changes, synchronizing audio playback and tuning across four independent radio instances for seamless, consistent behavior.
Software Engineer InternJune 2023 - August 2023
Miami EdTech• Assisted with the testing and development of visual recognition AI software in Python, increasing efficiency & accuracy by 25%.
• Researched the possible integrations & benefits of STEM education curriculum packages as part of a team of interns, suggesting a proposal to reach over 30 schools in the surrounding area.
Information Technology Support AssistantJune 2022 - August 2022
Miami Lakes Educational Center• Provided technical support to over 50 teachers & staff members, solving a wide array of IT-related issues to ensure minimal or zero downtime enhancing operational efficiency by 30%.
• Managed the installation of hardware & software, system upgrades, & regular maintenance on over 300 devices to ensure flawless performance and integration into the upcoming school year.
Volunteer Manager & Information Technology Support AssistantJune 2019 - August 2023
Miami Springs Middle School• Maintained a team of over 15 volunteers to assist with the school's yearly summer maintenance & renovations, scheduling & assisting with assignments for each subdivision, increasing productivity from previous years by 70%.
• Provided intensive technical support to over 50 teachers & staff by troubleshooting & solving a wide array of IT-related problems to ensure minimal or zero downtime enhancing operational efficiency by 30%.
• Implemented & maintained a digital inventory system for tracking school equipment and resources, reducing misplacements and improving asset management efficiency by 40%.