My interests are in Causality, CS, and Research Methods.
I find myself most interested in how humans make decisions under multiple concurrent hierarchies of commitments. Currently, I'm developing my technical knowledge in ML in order to pursue predictive methods and explore more underlying mechanisms. Basically, I'm asking "what causal factors are and/or could be influencing the outcome of x?"
🌱 What I’m currently working on...
- I write shell scripts to parallel process hundreds of audio files through multiple CLI executions. I aim to generate quality SST with the help of ffmpeg & OpenAI Whisper.
- After tinkering with large LLMs (30B+ parameters), I then feed the output among other notes (formats are various and manually tagged) to my local org-roam workflow.
- My database uses Emacs to extract my inputs, with 2 SQL queries, and builds bi-directional NetworkX graphs to form connections and study the interrelated functions.
- My project is being used for a "trial by fire" purpose. I'm very excited to talk about it, so feel free to inquire!
In line with my professional and academic pursuits, my passion lies in broadening accessibility and developing usable resources for those facing pervasive social barriers, particularly due to being isolated and belonging to "forgotten", "fringe", and/or rural populations; thus such are tagged as "edge cases".
Other things I 🤍: talking about culture (I grew up between two vastly different continents), exploring various epistemological rabbit holes, learning about learning, working in the Makerspace (I make engaging hardware for experiments to satisfy: automated system design for data collection, appealing physical design for toddler interest, meeting high rates of engagement, etc.), cataloging systems, complex systems, 🎞️ auteur theory 🎞️, and puzzle games.
See Contact for more information.
| Release | Project | Brief |
|---|---|---|
| 2024/04 |  |
FFBP Artificial Neural Network |
| 2023/12 |  |
Air Quality Analysis Tool |
| 2022/05 |  |
Mirror Invariance Experiment Design |
See here for a list of all my GitHub repos.
| 💻 Category | Tech Stack |
|---|---|
| Software Development |     |
| Machine Learning & NLP |     |
| Analytics & Visualization |        |
| Auxiliary Coding/AI |       |
This GitHub is mostly audience-agonostic and supports some of my current budding work. For a specific audience-facing profile, see below.
*To avoid data harvests, web scrapes, and the like, my resume/CV is not linked here -- send me a personal message for it. And always happy to connect via LinkedIn and/or have a chat over 🍵 (let's find some time on Calendly!