Hi, I'm Miguel Leon. 👋 🚀 Ready to Work
I'm a passionate Data Scientist 📊 & Software Builder 💻, specializing in building simple yet innovative digital solutions that solve real-world problems. ✨
About Me
I'm Miguel León, a proactive and methodical Junior Data Scientist with a solid trajectory in technological development and data engineering. My focus is on transforming high volumes of user and business data into strategic insights and automated solutions. I possess practical experience in creating data pipelines using Python (Pandas, Scikit-learn) and SQL (BigQuery), alongside the development of complex AI architectures leveraging APIs like Gemini and ChatGPT. My strength lies in my multidisciplinary approach, allowing me to build end-to-end solutions that cover both front-end requirements and back-end data needs.
I specialize in automating data extraction, structuring, and monitoring, ensuring quality deliverables and process traceability. I hold a Bachelor's in Information Technologies and am driven by continuous learning and rapid adaptability, skills that allow me to constantly develop across diverse technological fields. My ultimate goal is to apply this foundation to logically transition into an AI Developer or IT Projects Engineer role, tackling business problems through analytical solutions and robust system development.
My Experience
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Data Science Intern - BizBat
Normalized and unified user and event data in BigQuery, implementing automated pipelines for continuous data injection and dashboard updates. KPI Monitoring & Reporting: Led reporting using GA4 and developed interactive dashboards in Looker Studio, defining and reporting key KPIs for strategic decision-making. Collaborated on GCP infrastructure optimization and data preparation for subsequent Machine Learning model training.
Data ScienceBigQueryGoogle CloudGA4LockerStudioPythonSQL -
Startup Incubator - Gamified Reading Platform
AI Architecture and Automation: Designed a complex AI architecture utilizing APIs (Whisper) for transcription, processing output with an LLM for reading comprehension scoring and feedback. Automated the data flow, including gamified data updates, using an n8n container for user analysis and reading enhancement. Business Validation: Led the business model validation phase, defining market strategies and analyzing potential user research to guide product development.
Business ModelGamificationAIStartup ValidationAI ArchitectureAutomation -
Mobile App Development - RapidRead
Developed a React Native mobile app with Expo and Firebase. RapidRead helps users improve reading speed and comprehension through personalized, gamified exercises, with support for uploading and practicing with custom documents.
React NativeExpoFirebaseUI/UX -
Freelance Fullstack Developer - Dr. Leon Clinic
Designed and developed a web application for a clinic to streamline patient management, including medical records, clinical data, and appointment scheduling. Built the database, backend, and frontend to optimize efficiency and user experience.
ReactNode.jsMySQLTailwind CSSREST APIExpress.jsVite -
Math Olympiad Instructor & Mentor
Directed a 7-month training program for CECyT 16's math olympiad team, developing personalized curricula and innovative teaching methodologies.
PedagogyCurriculum DesignCompetition TrainingLeadership
My Skills
Projects
RapidRead Mobile App
Created a mobile app using React Native and Firebase to enhance reading speed and comprehension through gamified exercises. Features support for uploading and practicing with custom documents.
Fullstack Clinic Management System
Developed a comprehensive web application for Dr. Leon’s clinic to enhance patient management, including medical records, clinical data, and appointment scheduling. Utilized MySQL, React, Vite, Node.js, and Express.
Orderer Life - Personal Automation System
Designed a comprehensive life management system using Notion, Samsung Notes, and custom API integrations to automate task tracking, habit formation, and project management.
Arbitrage Betting Application
Developed a Python-based arbitrage betting tool to analyze betting APIs and identify profitable opportunities. Created a JavaScript calculator to determine exact bet amounts and expected profits.
3D Reconstruction of Tlaxcoapan Mill
Created an accurate 3D model using SolidWorks based on historical photos and geometric analysis, resulting in 3D-printed keychains that promoted local cultural heritage.
Mobile Maintenance Unit
Designed and built a mobile maintenance unit with an integrated workbench, ladder, and mechanical lift. Installed electrical circuits for power tools, including a grinder and motor for the lift. Reached the final stages in IPN's "Prototipos" competition.
Awards & Recognitions
CENEVAL Informatics Award
Awarded for achieving the best Egel exam score in Informatics at a national level.
Speed Reading Certification
Certified completion of "Learning Skills" program: Speed Reading, Memory Development and Learning Techniques.
Statistics Academic Excellence
National 1st place in Probability and Statistics at Interpolytechnic Academic Meeting.
Calculus Academic Competition
7th place nationwide in Interpolytechnic Academic Meeting for Differential Calculus.
Academic Excellence Award
First place in "A la Cachi Cachi Porra" national academic competition among IPN foreign units.
Pierre Fermat Mathematics Contest
Finalist in XXII National Mathematics Competition representing UPIIH-IPN at high school level.
Mexican Mathematics Olympiad - 1st Place
Awarded 1st place in High School category at the 2017 Mexican Mathematics Olympiad, State Stage in Hidalgo.
Mathematics State Olympiad - 1st Place
Achieved 1st place in Middle School category at the XXX Mexican Mathematics Olympiad, State Stage in Hidalgo.
National Chess Championship
Participated in LXI Mexican National and International Chess Open Championship, representing Hidalgo. 23º
National Chess Champion U12
1st place in U12 category at National Chess Olympiad Qualifiers, Hidalgo State.
