Senior Machine Learning Engineer2019 - PRESENTSnappr Inc
Technologies: Google Cloud, Docker, PostgreSQL, Pandas, NumPy, Scikit-learn, TensorFlow
- Developed a model for ranking potential costumers.
- Developed a neural network model for predicting sales using time series data.
- Developed dashboards to visualize the offer and demand of a map using Dash, Plotly, and Mapbox.
- Developed a deep learning model for the classification of photographer portfolios.
- Developed an image clustering algorithm for automatic culling.
- Developed some web-scrapers and other RPA automation tools to gather image data.
Machine Learning Engineer2018 - 2019Landing AI
Technologies: Amazon Web Services (AWS), AWS, OpenCV, NumPy, TensorFlow
- Created computer vision models for autonomous visual inspection (AVI) for big manufacturing companies.
- Proposed and developed internal tools to improve the data efficiency of machine learning datasets.
- Developed GAN models for data augmentation related tasks.
Lead Data Scientist2017 - 2018Kiwi Campus
Technologies: Amazon Web Services (AWS), AWS, MongoDB, TensorFlow, Python
- Created a real time system to capture data of the pilots behavior.
- Designed a robust data pipeline capable of processing millions of images.
- Developed a Neural Network model to drive a delivery robot on the sidewalk.
Data Scientist2016 - 2017BD Guidance
Technologies: Amazon Web Services (AWS), AWS, OpenCV, Raspberry Pi, Jupyter, TensorFlow, Python
- Designed the curriculum of various Data Science/ML courses.
- Evaluated various IoT platforms.
- Investigated technologies such a TensorFlow and OpenCV to run ML algorithms in IoT devices.
Data Scientist2016 - 2016Senseta
Technologies: Pandas, Flask, Spark, Docker, Python
- Developed a Linux and Windows Python application for HR software to measure employee productivity.
- Cleaned and analyzed large datasets using Spark and Zeppelin.
- Created a service in Python for Entity extracting using NLTK.
- Created a generic ML prediction service using Scikit Learning and Flask.
Mathematical Developer2015 - 2016PTK
Technologies: PostgreSQL, Elixir, C#
- Researched strategies to optimize pickup planning in warehouses, and technologies to create scalable multi-tenant software.
CTO2013 - 2016AristaDev
Technologies: PostgreSQL, Nginx, Docker, Elixir, Unity3D
- Cofounder/Developer: Cofounder and main developer on an Augmented Reality platform. I developed the mobile client and backend of Arista using tecnologies such as Unity3D, C#, Elixir, Docker, Nginx, and PostgreSQL.