Lázaro Ventancor Cressatti

Systems Engineer ·
AI & Web Developer

Building production-grade web products and machine learning systems. Currently at TradeSpark, working on AI-driven algorithmic trading.

Lázaro Ventancor
🤖 algorithmic trading 🧠 AI / ML ✨ UI / UX 🧩 full-stack 🚀 end-to-end

Projects

AI Portfolio Rotation (TradeSpark)

ML Research · Internship

ML system for equity signal generation — sequential neural network trained on 2M+ rows, from raw market data to walk-forward validated predictions.

CEApp (Red de CEAs)

Web App · Production

Multi-tenant platform for Agricultural Training Centers. Public sites + centralized admin panel managing registrations, capacitation lifecycle states, and data exports for government agencies.

Semillero

Web App · Production

HR portal with candidate registration, CV upload, and admin backoffice for job postings and application management.

My Automata

Web Tool · CS

Online editor for designing, testing, and sharing finite automata (DFA/NFA). Built to translate formal computation theory into an interactive tool.

Games

Game Dev

Mobile games published on Google Play: Donut Tunnel, Neon Hover, Planet Dance. Procedural generation, orbit simulation, gameplay loops.

Work & Education

Machine Learning Engineering Intern

TradeSpark | 2025

Designed and implemented a machine learning pipeline for stock return prediction, integrating data preprocessing, feature engineering, and model evaluation. Applied AI and data-driven insights to algorithmic trading strategies.

Systems Engineering

UNICEN | 5th Year

Currently pursuing a 5-year licentiate program equivalent to an MSc. Completed rigorous coursework in linear algebra, calculus, discrete math, data structures, and algorithms.

Teaching Assistant

UNICEN | Faculty of Sciences

Teaching "Intro to Computer Science" and "Computer Architecture". Responsible for guiding practical classes, grading midterms, and explaining foundational concepts to 100+ incoming freshmen.

Online Learning — Web, AI & Math Track

Platzi | 2020 - Present

35+ courses spanning frontend development, machine learning, and mathematical foundations. Platzi is where I built my initial engineering intuition before university and where I keep learning whenever curiosity beats the syllabus.

About

I'm a Systems Engineering student at UNICEN, Argentina — currently in my 5th year. I build web products end-to-end and research machine learning applied to financial markets.

I also serve as a teaching assistant for Computer Science and Computer Architecture. I believe understanding fundamentals is what separates engineers from coders — and teaching them is the fastest way to really learn them.

Right now I'm an AI intern at TradeSpark, working on a system that uses neural networks to predict which assets are worth rotating into. It's the kind of problem that sits at the edge of what's actually solvable.

Terminal

Skills

Used in production

React React
Sass Sass
Firebase Firebase
Git Git
Figma Figma
Python Python

Applied in research / learning

TensorFlow TensorFlow
Keras Keras
C# C#
Unity Unity
PostgreSQL PostgreSQL
SYSTEMS ENGINEER · ML DEVELOPER · PROBLEM SOLVER ·

Let's talk.

If you're working on something that sits at the edge of engineering and real-world impact — whether that's a product, a research problem, or something in between — I'd like to hear about it.