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vitoriarlima/README.md

Vitoria Lima

📄 Bio

Multi-sector specialist with a Master's in Computational Science and Engineering from Harvard, specializing in data science methods and machine learning. Extensive experience in finance as a Trading Analyst at Bank of America Merrill Lynch, focusing on European Government Bonds and macro products. Delivered meaningful tech contributions in deep learning research at Harvard Microrobotics Lab and Hyundai ~Motional's R&D, enhancing self-driving car development.

Currently working as a Machine Learning Engineer at Weights and Biases, guiding enterprise customers like OpenAI, NVIDIA, and Microsoft in optimizing their ML experiments. Fluent in multiple languages, with dual citizenship (Italian and Brazilian) and a US work permit. Recognized for academic and professional excellence with scholarships and awards. Proficient in Statistical Methods, Financial Fixed-Income Macro products, Time-Series Analysis, and various Machine Learning methods and financial products.

🌱 More about me

My name is Vitoria Lima - welcome to my cute corner of the internet! This is a ✨ special ✨ place where you will find all my notes and code, I hope that this can be of help for you!

Something about what I am working on:

  • 🔭 I’m currently working on tidying up ✨my many maths and AI notes✨
  • 🌱 I’m currently learning a lot about ✨State Space Models✨ and ✨LLMs✨
  • 👯 I’m looking to collaborate on State Space Models!

Something about me:

  • 🌊 Personal passions: Playing the piano, surfing, and Longboarding!
  • ⚡ Fun fact: I do not have a driving license (yet)
  • 😄 Pronouns: She/her

Contacts:

📄 Sample Public Academic Works

Type Project Details Link Additional Link
Research Paper S4 Sequential Modelling as an Alternative to Transformers in RL Implemented the innovative S4 model as a replacement for a Transformer, reducing trainable parameters by 86%. This paper was pursued during the MIT Graduate Level coursework of computational sensorimotor learning under the guidance of Professor Pulkit Agrawal. View PDF N/A
Coursework Harvard AM205 - Advanced Scientific Computing - Submission 4 Harvard Graduate Level course covering scientific computing from linear algebra to optimization problems. Had the honor to study under the close guidance of Professor Chris Rycroft. View PDF
View 2nd PDF
Coursework Harvard AM205 - Advanced Scientific Computing - Submission 3 Harvard Graduate Level course covering scientific computing from linear algebra to optimization problems. Had the honor to study under the close guidance of Professor Chris Rycroft. View PDF
View 2nd PDF
Coursework Harvard AM205 - Advanced Scientific Computing - Submission 2 Harvard Graduate Level course covering scientific computing from linear algebra to optimization problems. Had the honor to study under the close guidance of Professor Chris Rycroft. View PDF N/A
Research Paper PCA applied to the European term structure Bachelor's Thesis analyzing PCA's application on European Government Bond yields. View PDF N/A

Popular repositories Loading

  1. pca-bonds-fixed-income pca-bonds-fixed-income Public

    Jupyter Notebook 1

  2. NLP-project NLP-project Public

    Forked from AM205-NLP-project/NLP-project

    This is a repo for the AM205 project - Fall 2021 - Harvard University.

    Jupyter Notebook 1

  3. somo-rl-forked somo-rl-forked Public

    Forked from GrauleM/somo-rl

    Repository for the somo and somogym repos to enable RL training and evaluation.

    Python 1 1

  4. stock-returns stock-returns Public

    This is my solution for the Data Challenge about Daily Stock Return's predictions for QRT.

    Jupyter Notebook 1

  5. harvard-cs107-systems-developement harvard-cs107-systems-developement Public

    Jupyter Notebook

  6. playground playground Public

    Forked from cs107-sys-dev/playground

    Python