Federico MarcosData Scientist
Senior data scientist with several years of experience and apps deployed in production. I have a strong background in software engineering. Always pushing towards building high-quality and maintainable products. I have experience in leading teams and mentoring other developers I have a strong math and analytics background and a passion for competitive programming My skillset includes Javascript, Typescript, Python, Node.js, GraphQl, Machine Learning, Tensorflow, React, Vue, and others.
Certifications
Data Science - Python
Python, Data Engineering, Data Science
03/26/2021
Python
Python
11/26/2019
Elasticsearch
Elasticsearch
06/09/2021
TypeScript
TypeScript
12/13/2022
Data Analytics
Data Analytics
04/11/2024
Tech stack
Python (16)
Data Science (10)
TypeScript (5)
Data Analytics
Elasticsearch
Data Engineering
Node.js (12)
Docker (11)
Machine Learning (10)
TensorFlow (10)
GraphQL (10)
JavaScript (10)
PostgreSQL (9)
Keras (6)
Pandas (6)
Django (5)
Vue.js (5)
React (4)
Database Modeling (4)
React Apollo (4)
Math (3)
Applied Mathematics (3)
Web Scraping (1)
Electron (1)
Bootstrap (1)
SPA (1)
React Redux (1)
REST APIs (1)
Experience
Data ScientistScale AI
04/2020 - 11/2023

In my role as a Data Scientist at Scale AI, I employ advanced statistical and machine learning techniques to derive valuable insights from vast datasets. I am tasked with designing and implementing machine learning models, focusing on responsibilities such as data annotation, quality assurance, and model training. Collaboration with cross-functional teams, including engineers and product managers, is a key aspect of my work to ensure the seamless integration of machine learning solutions into Scale AI's projects. Beyond this, my responsibilities extend to developing algorithms for data labeling, optimizing processes for efficiency and accuracy, and staying abreast of emerging technologies in the field. Ultimately, my efforts contribute to elevating the quality and scalability of labeled datasets, facilitating the development of cutting-edge AI applications and technologies within the organization.

GraphQL
React Apollo
React
Data Science
Database Modeling
Machine Learning
TensorFlow
JavaScript
Python
Technical LeadCelerative
09/2017 - 05/2020

Technical Leader and Project Manager at Celerative. As a Technical Leader and Project Manager I was responsible for: - Managing the development team - Progress tracking and division of tasks according to scope. - Handling Requirements and specification of objectives for the different projects. - Application architecture and software design decisions. - Ensure quality in the development of products and in the service provided.

PostgreSQL
Vue.js
TypeScript
Node.js
Docker
Django
Python
JavaScript
Full Stack DeveloperCelerative
02/2017 - 05/2020

Full Stack developer at Celerative. Working for international clients on innovative products and technological solutions mainly on Python and Node.js We use technologies like Python, Django REST, GraphQL, Node.js, Electron, Express.js, Keras, Tensorflow, Numpy, Pandas, Postgresql, Docker, AWS, React and Redux among others.

PostgreSQL
Data Science
Machine Learning
TensorFlow
GraphQL
Pandas
Keras
Node.js
Docker
Python
Machine Learning EngineerCelerative
10/2017 - 05/2020

Team Leader in projects building Recommender Systems for international clients Project Manager and Tutor for students doing their Supervised Professional Practice, researching a wide range of Machine Learning topics including: - Traffic sign image recognition and classification using deep Convolutional Neural Networks - Autonomous car driving using image recognition and Convolutional Neural Networks - Genetic algorithms and neural networks for game AI - Natural language processing and understanding. Sentiment Analysis.

Data Science
Machine Learning
TensorFlow
GraphQL
Pandas
Keras
Node.js
Docker
Python
Full Stack DeveloperCualbondi.com
04/2018 - 04/2020

Full Stack Software Engineer at https://cualbondi.com.ar, a free Software platform for public transport routing. 4k+ Daily active users, expanding to several other countries Some of the tech involved: Python / Django / asyncio, Node.js, Postgresql / Postgis, Vue.js, golang, PWA Responsabilities: Fullstack developer, Devops, server maintenance, CI/CD

PostgreSQL
Vue.js
TypeScript
Node.js
Docker
Django
Python
JavaScript
Full Stack DeveloperBlueDraft
09/2018 - 09/2018

Full Stack Developer. Team Lead on both frontend and backend for the BlueChip application, a BI platform for managers and sales teams that allows to speed up the analysis, forecasting and reporting processes of economic indicators Developed a SPA built using Javascript, React and Redux along with a backend REST API using Django and Python

SPA
JavaScript
React
React Redux
REST APIs
Python
Django
Full Stack DeveloperSavana
02/2017 - 09/2017

Full Stack Developer. Complete UI remake of the main application used by the US based fintech client. Automated the process of converting screens to the new design using python scripting and we were able to reach the ambitious objective in time Some tech used: Python, Javascript, node.js, electron.js, web scrapping, bootstrap CSS.

Python
JavaScript
Node.js
Electron
Web Scraping
Bootstrap
Math TutorSmarthinking
09/2014 - 03/2017

Math Tutor.

Math
Applied Mathematics
Education
Bachelor of Science (BS), PhysicsUniversidad Nacional de La Plata (UNLP)
03/2007 - 08/2019