I'm a Computer Engineer and PhD student focused on signal processing and machine learning for neural and physiological data. I build real‑time, interpretable learning systems (GPU‑accelerated) and lead community workshops that make advanced topics approachable for newcomers and useful for experts.
- President & co‑founder, IEEE Signal Processing Society @ UF
- Researcher, Computational NeuroEngineering Lab (CNEL), University of Florida
- Interests: state‑space models, online/streaming learning, information‑theoretic objectives, assistive neurotechnology
- SPS Curriculum – Standardized, hands‑on workshops for signal processing & ML at UF (2024–2025).
- Zebrafish Voltage‑Imaging & Neuromechanics Analysis – Open analysis tools for 2D voltage imaging and behavior alignment.
- Plato’s Cave – A human‑centered, agentic system for validating research papers (contributor).
- DinoDetect – Discord analytics + simple NLP/LLM‑assisted workflows for community moderation & insights.
I care about robustness, latency, and interpretability: if a method is fast and reliable, we can use it in the loop with humans.
Languages: Python, C/C++, (some) Assembly, TypeScript Compute: CUDA, CuPy, PyTorch, RAPIDS, Numba DSP/ML: Signal processing pipelines, state‑space models, Kalman filters, online learning Data/Apps: Jupyter, FastAPI, Next.js/React, Discord API, OpenAI API Workflow: Git, GitHub Actions, Conda, VS Code
- SPS_Curriculum · Jupyter workshops for SP/ML at UF → https://github.com/Jibby2k1/SPS_Curriculum
- Zebrafish‑VoltageImaging‑Neuromechanics‑Analysis · Python analysis utilities for optical voltage imaging → https://github.com/Jibby2k1/Zebrafish-VoltageImaging-Neuromechanics-Analysis
- DinoDetect · Discord analytics + LLM‑assisted trend discovery → https://github.com/Jibby2k1/DinoDetect
- copit · Mobile, recommendation‑style shopping prototype (TypeScript) → https://github.com/Jibby2k1/copit
- PythonDJ · Small DSP + music tooling experiments → https://github.com/Jibby2k1/PythonDJ
- SwampScheduler (fork) · Scheduling app experiments → https://github.com/Jibby2k1/SwampScheduler
- WorkshopArchive (fork) · Archived workshop materials → https://github.com/Jibby2k1/WorkshopArchive
I pin a rotating set of repos on my profile; feel free to browse the rest.
- Numerical linear algebra & modern analysis (for ML theory)
- Online & adaptive filtering for real‑time inference
- OS / systems for reproducible, low‑latency pipelines
If you’re building assistive neurotech, robust DSP/ML, or open education resources, I’m happy to chat. Best way to reach me is by email or LinkedIn.
When I’m not coding, I DJ and produce electronic music (dance, trance, techno) and run hands‑on workshops for the UF community.
Thanks for stopping by—enjoy the repos and say hi!
