cbuitragoh

About Me

Welcome to my professional webpage! I am a seasoned data scientist and machine learning engineer with expertise in various machine learning algorithms and data analysis techniques. My goal is to leverage data-driven insights to solve complex problems and drive business growth. With a strong background in mathematics, statistics, and programming, I have successfully delivered impactful solutions in diverse domains such as healthcare, finance, and e-commerce. I am proficient in Python, SQL, and various machine learning libraries such as TensorFlow, Scikit-learn, and PyTorch. I am proficient in deep neural network architectures for language and vision tasks. I have experience in LLM and computer vision applications trained and deployed on Azure or AWS clouds. Feel free to explore my projects and contact me if you have any inquiries or collaboration opportunities!

Skills

Languages => Python Proficient
Cloud => AWS, Google Cloud, Azure
Current Work => Agents, LLM's, API's, Foundational Models
LLM Providers => HuggingFace, OpenAI, Anthropic, Llama, Ollama, Deepseek
LLM Dev. Platforms => VertexAI, Amazon Bedrock, Azure AI Foundry
Agent Frameworks => Langgraph, Agno
Vector Databases => Pinecone
Fundamentals => Transformers Architecture, CNN, RNN
Version Control => Git, GitHub, Bitbucket, CI/CD
Machine Learning => Traditional ML (Sklearn), Deep Learning (Tensorflow, Pytorch)
ML Dev. Platforms => Amazon SageMaker, Azure ML, Google Dataproc
Computer Vision => Yolo

Projects

ml Pipeline in Azure Machine Learning

Complete implementation of machine learning process from scratch to MLOps in Azure Machine Learning Environment.

View on GitHub

Veterinary Chatbot App

Custom chatbot for veterinary company using OpenAI API. Tests applied: Accuracy and Precision, Contextual Understanding, Ambiguity and Out-of-Scope. Azure cloud: training and deployment.

View on GitHub

Dessert Names App

Streamlit app implementing multiple OpenAI and HuggingFace models for custom completion tasks. Knowledge base storage: dynamodb.

View on GitHub

Colombian legal Assistant

OpenAI assistant fine-tuned for Retrieve Augmented Generation (RAG) in contracts and other Colombian legal documents.

View on GitHub

Services

Dev & deploy Agents

Create end-to-end agent flows with any provider on any cloud.

Dev & deploy ML | DL models

Build custom machine learning models to solve business challenges or seize opportunities.

MLOps & Customization

Build end-to-end pipelines to make your machine learning projects robust.

Research interests

Computer Vision => Real-time video tracking

NLP => LLM architectures