Carlos Bustillo

Carlos Bustillo

About

Detail

Machine Learning Engineer | Data Scientist | Computer Vision Engineer | Software Engineer
Mendoza, Argentina
Contact Carlos regarding: 
Finding co-founders

Timeline

work
Job
school
Education
folder
Project

Résumé

Jobs verified_user 0% verified
  • S
    Senior Machine Learning & Software Engineer public Remote experience
    Jul 2023 - Current (3 years 4 months)
    • Graymatter.ai: Contributed to AI development, specializing in Large Language Models (LLM) and Generative AI, implementing Natural Lan‑
    guage Processing (NLP) techniques, and Prompt Engineering for enhanced AI interaction. Also involved in Chatbot and Conversational Agent development.

    • Hercule.ai: Serving as a Data Solution Architect for investment decision‑making processes, conducting Data Analysis to optimize investor time management, engaging in extensive Data Research and Engineering, implementing complex OCR services, and facilitating i
  • D
    Data Science and Machine Learning Operations (MLOps) Instructor public Remote experience
    Jan 2023 - Current (3 years 10 months)
    • Preparation of data and exploratory analysis.

    • Creation of Machine Learning models for Classification, Regression and Clustering to extract valuable information from the data (insights) and
    making better business decisions.

    • Management production models through the Machine Learning Operation (MLOps) approach.

    • KMeans, HDBSCAN, Random Forest Classifier and Regression, XGBoost, GridSearchCV and Linear Regression.

    • Technical Skills: Microsoft Azure, Python, Fastapi, Docker, MLFlow, Gradio, Hugging Face, MLOps, Pandas, PostgreSQL, SQL, Scikit‑learn.

    • Soft Skills: Communication, Teaching, Presentation skills.
  • C
    Computer Vision Developer public Remote experience
    Jun 2022 - Jul 2023 (1 year 2 months)
    • Building secure digital experiences without friction to improve the quality of life for more than 350 million people worldwide.

    • Fraud Analysis to protect companies from multi‑million dollar losses and damages to their reputation.

    • Biometrics and Continuous Authentication that allows integration into different enrollment, authentication and challenge flows. These prod‑
    ucts are used by Financial Technology (Fintechs), traditional Banks and Gaming companies in Latin America and Europe.

    • Face Recognition systems on a massive scale for authentication in real‑world environments.

    • Proof of life and Anti Spoofing that blocks and alerts against phishing or identity theft attempts by detecting
  • C
    Computer Vision Instructor public Remote experience
    Jan 2022 - Dec 2022 (1 year)
    • Implementation of main architectures and model most used in the industry.

    • Design and development custom Convolutional Neural Network.

    • Data Augmentation, Transfer Learning and deployment of Computer Vision projects.

    • Architectures such as VGG16, VGG19, Resnet50, Mobilenet, Inception, EfficientNet and custom CNN.

    • Technical Skills: Deep learning, Fastai, Pytorch, Torchvision, Keras, Tensorflow, OpenCV, Pillow, Numpy, Augmentor, Detecto.
  • R
    R&D Computer Vision Engineer public Remote experience
    May 2021 - Dec 2022 (1 year 8 months)
    • Development of products and integral systems with Image Processing, Deep Learning and Machine Learning oriented to Retail & Marketing.

    • Visual Search for product and image recommendation system.

    • Data Analytic + Data Science applied to different projects to make intelligent decisions based on data (Data Driven) and for the resolution of
    business problems.

    • Cloud Skills with Microsoft Azure and Google Cloud Platform.

    • Mobile & Web developments to validate Go to Market!.

    • Created of immersive environments with Augmented Reality for Mobile and Mixed Reality for Hololens.

    • Technical Skills: Pytorch, Torchvision, Tensorflow, Keras, KNIME, OpenCV, PostgreSQL, SQL, Web
  • R
    R&D Computer Vision Engineer public Remote experience
    Mar 2021 - Nov 2021 (9 months)
    • Development of magneto‑optical microscopic image processing systems.

    • Automation of the interpretation of the images automatically, since before it was done manually and with specialized high‑value microscope
    equipment.

    • Significant improvement in latency, performance, and resource utilization, reducing image analysis time from over a month and a half to nearly
    1 second per image.

    • Technical Skills: Python, OpenCV, ImageIO, Pillow, Scikit‑learn.
  • C
    Computer Vision Developer public Remote experience
    Aug 2020 - Sep 2022 (2 years 2 months)
    • Development of desktop applications for visualization of Image Processing results with custom Machine Learning and Deep Learning models.

    • Classification of Points Cloud of 3D Objects obtained by LIDAR.

    • Implementation of Mobilenetv2 and Darknet for Image analysis.

    • 3D images Segmentation with Pointnet.

    • Reduce latency and memory for a complex algorithm to converting black and white images taken by Drone to color.

    • Technical Skills: YOLO, Tensorflow, Caffe, QT, User Interface (UI), User Xperience (UX), QGIS.
Education verified_user 0% verified
  • F
    Fullstack Developer with PHP public Remote experience
    Aug 2022 - Dec 2022 (5 months)
    Technologies: PHP - Python (Flask) - HTML5 - CSS3 - Javascript
    - Design, planning, and creation of an E-commerce, both Frontend and Backend.
    - Development of a CMS (Content Management System) to manage dynamic data between Frontend and Backend. - Database management with Firebase.
    - Deployment on Vercel.
  • B
    Backend Developer public Remote experience
    Mar 2021 - Aug 2021 (6 months)
    Technologies: PHP - MySQL - XAMPP - HTML - CSS - Javascript.

    Objective:
    - Develop necessary functions to create a web system or web app.
    - Implement features such as shopping cart (e-commerce), CRUD operations (Create, Read, Update, Delete), user access (login), virtual classroom, among others.

    Also included English program and Entrepreneurship training.
  • F
    Frontend Developer public Remote experience
    Sep 2020 - Dec 2020 (4 months)
    Technologies: HTML5 - CSS3 - Bootstrap - Javascript - Github.
    Objective: Advanced development of professional and attractive websites.
    Also included English program and training in socio-emotional skills.
  • F
    Fullstack Developer with Javascript and Django Python public Remote experience
    Sep 2020 - Dec 2020 (4 months)
    - Layout with HTML, CSS, and Bootstrap.
    - Version control with Git.
    - Implementation with Python and Django framework.
    - SQL and MySQL (MariaDB) databases.
    - NoSQL databases (MongoDB).
    - Javascript, JQuery, and AJAX.
    - User Interfaces.
    - Testing, CI/CD.
    - Fundamentals of Scalability and Security.
  • M
    Mechatronics Engineering Degree
    Jan 2015 - Current (11 years 10 months)
    • I acquired proficiency in the following areas throughout my academic career:
    • Automation and Robotics, Programming, Mechanical Engineering, Computer Vision and Electronics & Embedding systems.
Projects (professional or personal) verified_user 0% verified
  • M
    Machine Learning Engineer public Remote experience
    Jan 2024 - Mar 2024 (3 months)
    • Led a global team in developing AI‑powered methods to map seagrass meadows using satellite imagery.

    • Applied advanced computer vision techniques to analyze data and produce accurate maps for conservation efforts.

    • Technical Skills: Streamlit, Dagshub, MLFlow, Tensorflow, Keras
  • O
    Open Source Developer public Remote experience
    Sep 2023 - Nov 2023 (3 months)
    • Built an end‑to‑end pipeline for a chatbot capable of answering Music Lyrics‑related questions using Haystack RAG during Hacktoberfest.

    • Implemented strategies to reduce Hallucinations and improve answer relevancy with RAG.

    • Conducted Data Wrangling and ETL processes using JupyterSQL and DuckDB.

    • Engaged in Cloud Engineering tasks utilizing Ploomber Cloud.

    • Orchestrated Large Language Models and Haystack components for efficient information retrieval.

    • Contributed to an end‑to‑end multimedia processing project serving the Spanish‑speaking community, involving video downloading, audio
    extraction, transcription, translation, and leveraging Hugging Face’s models.

    • T
  • B
    Backend Software Engineer public Remote experience
    Sep 2022 - Jan 2023 (5 months)
    • We raised $40,000 in investment for Minimum Viable Product.

    • Used Web 3.0 tools to training content creators on how to harness the unlimited power of their communities.

    • Custom APIs to interact with the user community on social networks, campaign management and monitoring.

    • User validations for NFT registration and claim.

    • Technical Skills: Python, Next.js, Javascript, Web Scraping, Blockchain and NFT Services, Social Networks API, Firebase.

    • Soft Skills: Teamwork, Time Management, Communication, Presentation skills.
  • M
    Microsoft Learn Student Ambassador public Remote experience
    Jul 2021 - Apr 2023 (1 year 10 months)
    • Organize talks, workshops and hackathons.

    • Lead in the local technology community.

    • Provide guidance to other students and share product feedback directly with Microsoft.

    • Technical Skills: Azure Cloud, Artificial Intelligence, Torchvision, Pytorch, Computer Vision, VS Code and API implementation.

    • Soft Skills: Teamwork, Communication, Presentation skills.
Publications verified_user 0% verified
  • F
    Filtros implícitos en Computer Vision
  • S
    Solve Sudoku with Computer Vision and Constraint Satisfaction Algorithm Solve Sudoku 9x9 with Computer Vision and a Cons
  • M
    Marte: Pasado, Presente y Futuro
  • A
    Aprende Sistema de Numeración Maya con Python