Front-end for machine learning engineering
Projects, featured data-adjacent applications,
2023-present
- how2meltice.neocities.org, 2026. Anti–censorship algorithm within a mirror site to combat Meta’s recent policy that revokes free speech and digital civility.
- RecSim reinforcement learning agent policy sandbox, 2025. Single-page app development dashboard for client-side architecture demos (mock provided) for internal tool inference and policy drift, for Google Cloud.
- Regulatory document analysis tools within a specialized full-stack ML interface, 2025. Serverless API inference development, custom legal-tech RAG pipeline, and dynamic token-optimization algorithms, for Berkeley Center for Law & Technology.
- Knowledge graph generation of concepts in The Moral and Political Philosophy of AI, 2024. Visualization of the required reading content for a graduate course hosted by the Kavli Center for Ethics & Science.
- Multi-agent reinforcement learning simulation environment for evaluating a 19th-century ontological claim., 2024.
- My mind, most of the time, 2023. Visually stimulated environment of Pinterest board images through public CORS proxies and XML extraction scripts.
Secondary projects, more-so browser based visuals and web development, 2021-present
- Pixelated SVG filter overriden for HTML pages on Chromium and Safari browsers, 2025. Features dynamic typography art demo, Bibliography, coded 2023.
- Full-stack web development of a Daily Californian publication for creative and Bay Area positionality writing, stacksmagazine.org, 2025-2026.
- Obelisk & Metronome Randomizer, comic blog visualization web app through custom Tumblr scraping scripts, 2025.
- Department of Miracles & Vows, archival and satirical digital wishes website, 2025. Come see how your prayer is stored.
- PainGPT o7-mini-high, 2025. Satirical recreation of ChatGPT’s March 2025 web interface, featuring human poems. Also features poetry collection Prompt Engineering, written 2023–2025.
- Full-stack web development of an interdisciplinary arts and politics discussion group, curious-souls-neocities.org, 2024-2025.
- Supplemental visual of the social epistemology network, plato.stanford.edu, 2024-2025.
- Rhizomatic visual inspired by the post-structuralist book series: Capitalism and Schizophrenia, 2023.
- Elliott Smith lyrics dataset of Elliott Smith, kaggle.com, 2023-2025. First ever!
- The Push, as Principle of Sufficient Reasoning, 2021. Computational prose-poetry collection on how nothing is without a ground for its being, written 2019–2021 and coded 2020–2021.
Manual breathing
04.04.2026 note: Need to attach the gifs and links to respective projects. Most links are not live and the default project gif is the RecSim one.
Present, updated December 2025
Building at the early stages of agentic engine optimization in a contracted role, at a full-stack AGI company. Also contributing to the start of a creative tech firm, set to launch in Q4 of next year. If you have any opportunities for a freelance , |
Past
Experience in data pre/post-processing, wrangling, and visualizing. Machine learning ex/internships and consulting projects for PwC Asia Pacific, social impact healthcare consulting; Google Cloud, single-page app development; Apple and Beats Electronics, consumer behavior analysis; and stealth startups + literary publishers, full-stack development.
University of California, Berkeley,
Department of Philosophy, Statistics, student;
Center for Law and Technology, algorithmic transparency research under the Director;
Center for Long-Term Cybersecurity, civil society consulting; and
Student Affairs IT department, tech issues consulting.
Personally
All that is underlined, is clickable!
Personally,
I'm a big believer. :]
Also I really fw reading philosophy and poetry, and listening to music.
My areas of interest are the ethics of emerging technologies, post-structuralist critiques of culture,
and algorithmic transparency.
The positionality of working on the technical side of such a devastatingly beautiful & tragic innovation like machine learning affords me a bit more of a novel lens in reading the philosophy papers about artificial intelligence.
Inherently, all of the selected projects listed on this site are somewhat related to the visualization of an algorithmic ends through a philosophical means, or of philosophical ends through an algorithmic means.
Also, as you know and then experience, all engineering is creative and all technologies are political.
So it would be beneficial to us that we spend a little more time creatively engineering a society not only through changes in policy.. or policymakers… but also through technical design.
Disclaimer, I’m just starting out on this really dense stuff so I’m not an expert at all and my views are my own.
Contact me for conversation!
I love the poetic nature of lyrics in melodic hardcore & screamo. Also, drone metal is brilliant. More recommendations below.
Manuscripts
- Simulacral Alignment and the Emergence of Mesa Optimizers, 2024.
- Counterfactual Fairness and Causality in Making Decisions: Extended Frameworks on Algorithmic Fairness, 2024.
- Framing Morally Relevant Information: Contemporary Inquiry of the Frame Problem, 2023.
Reccomendations
Trustt me on these, sometimes I put books in my backpocket and haven't updated my Goodreads in a few years.
Books, that I reccomend so heavy:
Byung-Chul Han - Psychopolitics
Robert Chapman – Empire of Normality: Neurodiverity and Capitalism
Urbanomic – Collapse Volume I: Numerical Materialism
Gilles Deleuze - What is Philosophy?
Soren Kirkegaard – Either/Or
Tracks, that mean something:
The Angelic Process – Million Year Summer
SALEM – Old Gods
Orchid – …And the Cat Turned to Smoke
Boris – Feedbacker pt. 2
Radiohead – Decks Dark
whitearmor - i kno
Coma Cinema – Her Sinking Sun
Mineral – Unfinished
Nicki Minaj – Grand Piano
SALEM – im sinking father
Black Country New Road – Track X (The Guest)
lagrimas – sounds like their pain
Bell Witch – Mirror Reaper
GY!BE – All of their songs honestly man. Fuck.
Notes
I take stylistic inspiration from the dogmatic resume style for current applicant tracking systems along with early 2000s websites, ones like
redsails.org and lowtechmagazine.com. No hate at all, well actually some hate, but I’d like to contribute to breathe more fresh air that is the resurgence of site aesthetics and early web personalization seen on neocities.org. and cyber.dabamos.de.
I’m getting tired of the same look that all startups or just every web app, in general, have nowadays.
Like the ones probably made with React or something, then deployed on Vercel.
It is necessary though to stick to this framework for a job, so I understand.
The font is
IM Fell DW Pica.
Richard Siken and Yale University Press used it in physical print for the poetry collection, Crush. I think it is a touch more human than Times New Roman. The background image is a design I paid for from a tattoo artist that hasn’t been scratched yet on my forearm and hand lol. The buttons are from the 88x31 GIF collection on
cyber.dabamos.de.
And finally, the motivation for making this website in general is to create a digital business card of sorts that I can hand out to people to showcase competency and personality! I'm incredibly privileged, for now, to not be required of a LinkedIn profile or a lot of corporate BS that everyone finds so dreadful. Ultimately I hope to contribute to the making of a world that is still innovative without the beauracratic processes and soulless culture of capi###ism.
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