Buenos Aires, Argentina
Open to opportunities

Data Scientist & Data Engineer | Electronics Technician

Data Science student at UNSAM and Electronics Technician. I build data pipelines, machine learning systems, and AI security architectures.

Deep LearningLLM AgentsComputer VisionMLOps & TensorRT
Federico HörlBayer 4x4 Dither
Data Engineering✦Machine Learning✦Databricks✦FastAPI✦AI Security✦IoT & Telemetry✦Snowflake✦PyTorch✦AWS✦Python✦Data Engineering✦Machine Learning✦Databricks✦FastAPI✦AI Security✦IoT & Telemetry✦Snowflake✦PyTorch✦AWS✦Python✦
Data Scientist & Data Engineer | Electronics Technician24 yo • Buenos Aires, Argentina

I am a Data Science student at Universidad Nacional de San Martín (UNSAM) with a strong foundation in Machine Learning systems, Data Engineering, and applied mathematics.

Currently working as a Data Engineer Jr at Clear Tech, developing high-throughput data solutions, APIs, and analytics for global advertising and marketplace platforms using Python, AWS, Databricks, and Snowflake.

Passionate about end-to-end AI architectures: from industrial IoT and telemetry (Siemens, Sinteplast) to cutting-edge AI security hackathons (Platanus Hack, Apart Research S-OWMI framework).

Career & Academic Path

Trajectory

Work Experience

Data Engineer Jr

Nov 2025 – Present

Clear Tech • Buenos Aires, Argentina

Massive data engineering solutions for global ad campaigns and marketplaces across LG TV Ads / Alphonso and Boats Group.

  • Developed, migrated, and troubleshot high-throughput APIs, data pipelines, and microservice endpoints with Python (FastAPI, SQLAlchemy), AWS, and Databricks.
  • Designed business metrics and ETL workflows for international marketplace platforms using Snowflake, Looker, AWS Athena, Glue, and S3.
PythonFastAPIDatabricksAWSSnowflakeLookerSQLAlchemyPySpark

Data Analyst

Mar 2025 – Nov 2025

Chaska Analytics • Buenos Aires, Argentina

Independent process automation consultant and analytics developer partnered with INTA (Instituto Nacional de Tecnología Agropecuaria).

  • Developed industrial data mining and advanced analytics solutions for dairy pasteurization and agricultural monitoring.
  • Automated end-to-end reporting pipelines reducing manual processing overhead.
PythonPandasData MiningETLAutomationINTA

Process Automation Intern

Jun 2024 – Dec 2024

Siemens Sudamérica • Buenos Aires, Argentina

Industry 4.0 digitalization and industrial automation for top-tier manufacturing lines (Sinteplast).

  • Engineered an industrial data pipeline connecting factory-floor PLCs and edge sensors to cloud storage.
  • Programmed telemetry flows in Node-RED, extracted real-time PLC register data, and streamlined production monitoring.
Industry 4.0PLCNode-REDIoT TelemetryIndustrial AutomationPython

Academic Background

Licenciatura en Ciencia de Datos

2025 – Present

Universidad Nacional de San Martín (UNSAM)

Data analysis, machine learning algorithms, infrastructure, data engineering, and applied mathematics.

  • Focus on statistical modeling, scalable data architectures, and deep learning algorithms.
  • Research on open-weight LLM evaluation and perimeter safety auditing frameworks.
In Progress
Machine LearningData EngineeringApplied MathematicsPython & RAdvanced Statistics

Tecnicatura en Electrónica

2018 – 2024

ETU Werner von Siemens (UTN)

Industrial automation, microcontroller architecture, hardware systems, and embedded programming in C++ and Python.

  • Graduated with technical honors in hardware systems, industrial control, and electronics.
  • Capstone development in industrial telemetry and embedded systems.
Completed
Embedded SystemsC++Circuit DesignMicrocontrollersIndustrial Automation
Systems & Engineering

Projects

Click any project card to inspect system architecture, benchmarks and code.

ML & Data Engineering
Python • Scraping
ML & Data EngineeringArgenScrapper2026
ML & Data Engineering2026

ArgenScrapper

Real Estate Scraping Pipeline & Valuation Model

Custom scraping pipeline gathering +850k properties from Argenprop, cleaning to ~102k records, and training XGBoost & Random Forest regression models to estimate market prices.

PythonScrapingXGBoost+2
Computer Vision
Computer Vision • PyTorch
Computer VisionStanford Dogs Amplified Dataset2026
Computer Vision2026

Stanford Dogs Amplified Dataset

Computer Vision Augmentation Pipeline

Computer vision augmentation pipeline expanding the classic Stanford Dogs dataset to +21,000 images, balancing underrepresented breeds and validating with YOLO classification.

Computer VisionPyTorchData Augmentation+2
Automation & Tooling
Python • CLI
Automation & ToolingBulk Bing Image Downloader2026
Automation & Tooling2026

Bulk Bing Image Downloader

Concurrent Image Dataset Collection CLI

High-throughput CLI tool for automated image dataset collection from Bing with pagination handling, query queuing, and concurrency for ML training sets.

PythonCLIAsyncio+1
Data Pipelines
Python • SQLite
Data PipelinesBoletín Oficial (BORA) Legal Pipeline2026
Data Pipelines2026

Boletín Oficial (BORA) Legal Pipeline

Automated Energy & Legal Reports Ingestion

Automated scraper and structured parser for the Official Gazette of Argentina (BORA), extracting energy and corporate legal notices into SQLite database.

PythonSQLiteETL+2
Hackathons & Competitions
Platanus Hack 2026
AI Security • Claude Code
AI Security Track • Platanus Hack 26Platanus Hack 2026
May 2026Buenos Aires, Argentina

Tranquera — AI Security Firewall for Claude Code

Enterprise firewall for Claude Code with runtime Regex → Haiku judge cascading (<200ms overhead), compliance audit logging, and visual rule builder for LATAM regulations.

AI SecurityClaude CodeFastAPINext.jsLATAM Compliance
Global South AI Safety Hackathon
AI Safety • LLM Auditing
Apart Research AI Safety HackathonGlobal South AI Safety Hackathon
June 2026Apart Research / LATAM

S-OWMI — Spanish Open-Weight Maturity Index

Perimeter auditing framework for open-weight models in Latin American institutions, evaluating bias-consistency degradation, factual queries, and safety transfer.

AI SafetyLLM AuditingResearch PaperLATAMLlama-3.1
Integrated Tech Stack

What I Work With

Hover each IC pin to test audio signal continuity and pinout definitions.

U1Languages
6 PINS
Python
C / C++
SQL
R
TypeScript
Bash
U2Data Engineering
6 PINS
Databricks
PySpark
Snowflake
AWS Athena
AWS Glue
SQLAlchemy
U3ML & AI Systems
6 PINS
PyTorch
Scikit-Learn
XGBoost
FastAPI
Claude Code
YOLO
U4IoT & Hardware
6 PINS
PLCs
Node-RED
Embedded C++
Microcontrollers
Sensors & Telemetry
CCNA Networking
U5Cloud & Storage
6 PINS
AWS S3
Databricks Lakehouse
Looker
Docker
Railway
Git & GitHub
U6AI Security & Eval
6 PINS
Perimeter Auditing
LLM Safety
Bias Analysis
LATAM Compliance
Guardrail Cascades
Prompt Defense