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Hi, I'm Sebas! I'm a Data Scientist, graduated from Henry, with expertise in Python and SQL from my previous studies at UTN. I also really enjoy Data Analysis with Power BI and making intelligent data-driven decisions, integrating it with SQL.
I am currently Co-Founder & CTO (Chief Technology Officer) of Bico, a company based in Colombia that specializes in data analysis and technology solutions, primarily for the logistics sector. At Bico, we build intelligent systems that create efficient and optimized routes using Machine Learning, helping businesses reduce costs, improve delivery times and make smarter operational decisions. I lead the entire technology stack — from algorithm design and ML model development to the web platform, internal tools and geospatial mapping modules.
I'm also working as a Python freelance developer on a cryptocurrency trading bot, developed in Python consuming the Binance API, automating strategies with PySide6 as the graphical interface, and integrating a full system for logging operations, charts and performance metrics. I'm currently developing Aether Bot 2.0, a new algorithmic crypto trading bot on Binance, which is in its final testing and backtesting phase. Once all legal coverage is in place, I plan to launch 5 SaaS licenses to the market.
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I am deeply committed to continuous learning and staying ahead of the latest tools and methodologies in data science and software engineering. I believe in the power of multidisciplinary teams, where diverse perspectives transform complex data findings into actionable, real-world impact — something I experience every day building Bico from the ground up.
Even though I love data and technology, what I enjoy most is running — and occasionally getting on the bike. But everything I do, without a doubt, is for them: my wife and my daughter.
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Data Scientist
Data Analyst
Power BI
Excel
Python
ML
Git
SQL
JavaScript
HTML5
CSS3
Django
Cooperation
Effective Communication
Teamwork
Problem-solving
Creativity
Responsibility
English
Spanish
Website of Neural Aether, a company licensing algorithmic trading bots on Binance Futures as SaaS. Users can choose between a managed license (50% of weekly net profits) or a full software license, and get in touch with the team directly.
Next-generation algorithmic bot for Binance crypto futures. Quantitative ZigZag strategy with advanced risk management: dynamic stop loss, position sizing, hedge mode, averaging grid and technical filters. The goal is to protect capital — and profit in the process.
Desktop GUI to manage and monitor crypto trading bots. Integrates Binance API, logs every operation and displays charts and performance metrics.
Core algorithmic engine powering the Bico platform. Handles data processing, optimization logic and automated decision-making.
Official web interface for the Bico platform. Responsive design presenting the project's features, documentation and services.
Interactive geospatial mapping module for the Bico ecosystem. Visualizes routes, locations and data layers using Python and GIS tools.
Cryptocurrency trading bot automating Binance strategies. PySide6 interface with full operation logging, real-time charts and performance metrics.
Data analysis of road accidents in Buenos Aires. ETL pipeline in Python and an interactive Power BI dashboard with KPIs and trend analysis.
Henry bootcamp graduation project. Analysis of NY transportation data using ML models, Power BI dashboards and a fully deployed web application.
Animated login form with client-side validation. Clean responsive UI with smooth CSS transitions and interactive JavaScript logic.
E-commerce concept page inspired by Nike. Product catalog with cart functionality, built entirely with vanilla JavaScript.
Desktop application developed during UTN studies. Data management system with a GUI-based interface built in Python.
