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Professional Finance Vibecoder
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Professional Finance Vibecoder
  • Brazil
  • 12:29 (UTC -03:00)

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kyotinho/README.md

Hi, Welcome to my profile! ๐Ÿ‘‹

I am William, a 20 years-old multi-hobbist passionate Economics & Finance student at University of Brasรญlia, driven by a curiosity for technology and a love for finance. My journey involves delving into the world of computer science, exploring new ideas, and sharing my insights with the world.

๐Ÿš€ About Me

  • ๐Ÿ”ญ I'm currently pursuing my Degree in Economics at University of Brasรญlia.
  • ๐Ÿ’ญ I am currently planning on having a double graduation in Economics and Accounting.
  • ๐Ÿ“ I am passionate about CS, FP&A, Data Analysis/Manipulation, Finance and Math, specially for the quantitative area of Analysis and Research on Finance with Python and Neural Networks, SQL, AI and Javascript.
  • ๐ŸŒ Currently a Brazillian Citizen, aiming to explore the world and it's beauty.
  • โœ๏ธ Currently working on building a community of devs from Brazil!

๐Ÿง  Tech Stack

My Skills

My Skills

Currently Learning

Learning

๐ŸŒฑ Currently Exploring

  • Applying AI and Machine Learning to quantitative finance problems using libraries like Qlib and Scikit-learn.
  • Building financial data pipelines and backtesting engines in Python to validate trading strategies.
  • Developing interactive financial dashboards and data visualizations with JavaScript and React.
  • Deepening my knowledge in financial econometrics and time series analysis for model development.
  • Strengthening my foundation in stochastic calculus and statistical arbitrage to build more robust financial models.

๐Ÿชท Interest Areas:

  • Architecting scalable data pipelines for real-time market data.
  • Learning Apache Spark for large-scale financial dataset processing.
  • Diving into Qlib's workflow for full-cycle quant research (from data to strategy).
  • Exploring deep learning techniques for algorithmic trading.
  • Developing interactive Monte Carlo simulations for risk analysis.
  • Using Python and JS to automate financial report generation and data aggregation.
  • Currently learning low-cost high-frequency operations with C++

๐Ÿ† Achievements

  • ๐ŸŒŸ President of the Academic Council in University of Brasilia (2024) - Contributed to build a better community inside of the academic environment.
  • ๐Ÿ† Top-10 on BTG Pactual Investment Banking Trading Championship at 20 years-old (2025).
  • ๐Ÿš Current Leader of Selfmade Brazilian Developers and Development Students Commmunity (2025).
  • ๐Ÿง‘โ€๐Ÿซ Founder of a Free Public Discord Fundamental-School, Middle-School and University Study Library destined to universal cutting edge opportunities for students, free, forever (2021).
  • ๐Ÿงฎ Ex-member of a Financial Consulting and Performance Tracker Startup that used GPT's Model with Excel and Excel + PowerBI dashboards to help companies along with Financial Planning and Analysis (2024).
  • And much more (...)

๐Ÿ› ๏ธ Other Technical Skills & Domains (Apart from Coding)

๐Ÿ“Š Data & Analytics (Corporate Skill)

  • Dashboard & Visualization Design: Crafting intuitive and actionable KPI dashboards in Tableau and Power BI for executive and operational reporting.
  • Data Storytelling: Translating complex data findings into clear, compelling narratives for technical and non-technical audiences.
  • BI & Visualization Tools: Tableau, Power BI, Excel (Advanced)
  • Database Management: SQL for data querying and analysis
  • Big Data Processing: Apache Spark for large-scale financial datasets
  • Quantitative Research: Qlib workflow implementation

๐ŸŽฅ Content Creation & Digital Media

  • Video Production: End-to-end video creation, editing, and publishing as a YouTube, Tiktok and Instagram creator (over 10M views in total).
  • Adobe Creative Cloud: Advanced proficiency in After Effects (motion graphics), Photoshop (image editing/thumbnails), Premiere (advanced video editing), Capcut (simple video editing) and Illustrator (graphic design).
  • Creative Strategy: Leveraging copywriting, storytelling, and consumer psychology to drive viewer engagement and growth.

๐Ÿ’ผ Business & Finance

  • FP&A: Financial planning and analysis
  • Accounting Principles: Core accounting concepts
  • Entrepreneurship: Alura online school of technological and business education in Brazil
  • Marketing & Sales: Strategic planning and execution
  • Leadership: Team management and project leadership
  • On-going Major Degree in Economics (plus future plans on a math master degree)

๐Ÿ’ป Advanced IT & Systems Expertise

  • Hardware Architecture: Building high-performance workstations and servers from component selection to thermal optimization. Special interest in HEDT platforms and server-grade hardware for data-intensive workloads.
  • Self-Hosting & Homelab: Deploying and maintaining self-hosted services including:
    • Media Servers (Jellyfin/Plex) with automated content pipelines
    • File Sync & Backup (Nextcloud, Syncthing) with RAID redundancy
    • Home Automation (Home Assistant) with IoT device integration
    • Network Services (Pi-hole, VPN, reverse proxies)
  • Server Administration: Proficient in Proxmox VE for virtualization, Docker container orchestration, and ZFS storage management.
  • Linux Power User: Daily-driving Arch/Ubuntu with heavy i3wm/ricing customization. Proficient in Bash/Zsh scripting, package management, and systemd service configuration.
  • Network Engineering: Configuring VLANs, VPNs, and firewall rules for segmented lab environments. Experience with pfSense and WireGuard. Performance Tuning: Kernel compilation for specific workloads, SSD caching configurations, and memory subsystem optimization.

๐Ÿ•ต๏ธ Security Fundamentals (Cybersecurity and Defensive Hacking)

  • Cybersecurity: Concepts and practices via TryHackMe

๐Ÿ’ฌ Current languages that I am proficient in:

  • ๐Ÿ‡ง๐Ÿ‡ท Portuguese (Native)
  • ๐Ÿ‡บ๐Ÿ‡ธ English (112 TOEFL Score + CCAA Language School Certificate)
  • ๐Ÿ‡ช๐Ÿ‡ธ Spanish (CCAA Language School Certificate)
  • ๐Ÿ‡ฉ๐Ÿ‡ช German (Busuu and Duolingo Online Language School)
  • ๐Ÿ‡ซ๐Ÿ‡ท French (Busuu and Duolingo Online Language School)
  • ๐Ÿ‡จ๐Ÿ‡ณ Chinese (Busuu and Duolingo Online Language School)
  • ๐Ÿ‡ฎ๐Ÿ‡น Italian (Busuu and Duolingo Online Language School)

๐Ÿ“ซ Liked my Profile? Get in Touch!

Socials

  • Connect with me on Linkedin
  • Connect with me on Twitter
  • Read my Medium articles: (Currently Working)
  • Visit my website: (Currently Working)

Coding & Practice

NeetCode: LeetCode: Getcracked: TryHackMe:

Thanks for stopping by! Let's connect and explore the fascinating world of technology together. ๐Ÿš€

Pinned Loading

  1. 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code Public

    Forked from ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

    500 AI Machine learning Deep learning Computer vision NLP Projects with code

  2. awesome-quant awesome-quant Public

    Forked from wilsonfreitas/awesome-quant

    A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

    Jupyter Notebook

  3. bigcapital bigcapital Public

    Forked from bigcapitalhq/bigcapital

    ๐Ÿ’ต Bigcapital is financial accounting with intelligent reporting for faster decision-making, an open-source alternative to Quickbooks, Xero, etc.

    TypeScript

  4. Python_Algorithms Python_Algorithms Public

    Forked from TheAlgorithms/Python

    All Algorithms implemented in Python

    Python

  5. qlib qlib Public

    Forked from microsoft/qlib

    Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, iโ€ฆ

    Python

  6. quant-trading quant-trading Public

    Forked from je-suis-tm/quant-trading

    Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Traโ€ฆ

    Python