Lázaro Ventancor Cressatti

Systems Engineer ·
AI & Web Developer

Building production-grade web products and machine learning systems. Currently leading AI at TradeSpark, an Argentine capital-markets fintech.

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.

GuessTheClip

Game · Web App

Heardle-style guessing game: identify a YouTube creator's video from a growing audio clip. Multiple reveal mechanics, difficulty modes, and chained runs.

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.

Semillero

Web App · Production

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

Games

Game Dev

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

Work & Education

AI Developer

TradeSpark · Full-time

Tandil, Buenos Aires Province, Argentina · Hybrid

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 · Graduate

5-year licentiate program equivalent to an MSc, completed with a 8.93/10 GPA. 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 Engineer, graduated from UNCPBA (Argentina). I build web products and work on AI applied to financial markets.

At TradeSpark, I lead and build the AI area as its main engineer. My work is building tools to solve real problems that traders and financial analysts face day to day, bringing in AI where it's genuinely needed and worthwhile.

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.