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Achievement: YOLOAchievement: Pull Shark

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Achievement: YOLOAchievement: Pull Shark

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stochastic-sisyphus/README.md

Welcome to the mountain. I'm Sisyphus, and this is my boulder.

Well, to be precise—I'm him with an adjective slapped in front: Stochastic Sisyphus™. Unless we're in reality, where I have a real name, allegedly. But that's just semantics

Vanessa B, MSBA

Alternatively, if being one letter off from MBA is unclear, let's use MS ; Vanessa B, MS

Everything In One Place self.define() GitHub Portfolio GitHub Research ORCID ID

Please click the tiny toggle below; it may be a tiny triangle but it contains the most straightforward direct reference

$ find /me -type links

collection of my digital footprints

Projects To Reference

Central Repositories

Profiles

Let's start with the obligatory passion statement, because that seems necessary.

My process is a perpetual cycle of curiosity, transforming complexity into understanding and expanding the limits of knowledge. Learning—machine, deep, and human

Honestly, the fact that I named my cat Marvin Minsky is a better passion statement than any string of words I can come up with

The machine is learning, under my supervision (of course). As a masochist, I spend my time optimizing models that refuse to cooperate—because apparently, I find trial and error entertaining. This is a snapshot of ongoing work and the evolution of my projects over time. Some work, some don't. Not every idea is worth a second push.

Typically Focused On: High confidence, very predictable

  • Machine Learning: Transformers, semantic search, multilingual models, active learning, and algorithms (both cooperative and rebellious)
  • NLP: Retrieval, embeddings, LLMs, and teaching machines to understand context
  • Data Science: Pattern recognition, causality, uncertainty quantification

Made Possible by Viewers Like You: Not a fixed stack, just the things I use (or break) the most, a special shoutout to Python

  • Built with Python and friends: PyTorch, TensorFlow, Scikit-Learn, whatever cloud/GPU setup I have the bandwidth to deal with today

The Cycle

If nothing else, the name is accurate. Just me, the boulder, and the incline.

Perpetually uphill,

Stochastic Sisyphus

Pinned Loading

  1. Portfolio Public

    This repository serves as a collection of my coding projects over the years & a snapshot of ongoing work. Projects at various stages of completion, experiments that may lead somewhere (or not), and…

    Jupyter Notebook 2

  2. code-cartographer Public

    Deep Multilayer Static Analyzer for Python Projects

    Python 1

  3. research Public

    My process is a perpetual cycle of curiosity, transforming complexity into understanding and expanding the limits of knowledge. Learning—machine, deep, and human.

    2

  4. synsearch Public

    Python 2

  5. prophetic-emergentomics Public

    The Prophecy of the Emergent Economy: Beyond Prediction—Frameworks for Economic Evolution

    2

  6. feature-selection-optuna-remix Public

    Python 2