Jacob jacobbamio

Technologies I Use:

Computer Vision: Leveraging image processing and deep learning to enable machines to interpret and understand visual data.
AWS: Utilizing Amazon Web Services for scalable and robust cloud computing solutions.
Azure: Employing Microsoft Azure for computer vision, chatbots, machine learning models, document intelligence, etc.
Tensorflow: Implementing machine learning models using this powerful open-source library.
Pytorch: Building and training neural networks with this flexible and efficient deep learning framework.
Robotics: Developing intelligent robotic systems for the automotive and food industries.
Geospatial Data: Analyzing and visualizing geographical data to uncover spatial patterns and insights.
RAG (Retrieval-Augmented Generation): Enhancing generative models with external knowledge retrieval for more accurate and relevant outputs.
LLMs (Large Language Models): Working with advanced language models for natural language understanding and generation.
Web Scraping: Extracting valuable data from websites for analysis and insights.
Agile Methodologies: Applying agile principles for efficient project management and development.
Prompt Engineering: Crafting effective prompts to improve the performance of AI models.

	Working in TBA AI features
	Conducted data scraping using Selenium and BeautifulSoup Developed a GenAI platform to create innovative and customized content for Nike & Adidas products Engineered chatbots utilizing RAG and multiple LLMs with Langchain and various vector stores Designed an algorithm to calculate pedestrian traffic for streets across Spain
	Developed document intelligence algorithms with LLMs for real estate purchase agreements Built data pipelines and ETL processes Engineered prompts for auto-classifying OCR extracted data

Developed bin picking systems for Stellantis Vigo
Trained a DL model to auto-detect specific vehicle parts during assembly for Stellantis Zaragoza
Adapted the shark peeling process to an ergonomic procedure using cobots for Orpagu