Samuel Heinrichs Email & Phone Number

United States

Machine Learning Engineer at AI Labs, ArionKoder. I specialize in developing high-quality, object-oriented software within an Agile framework. My current project involves enhancing the AKBot, a Slack bot that streamlines access to company documents. I am focused on improving the Retrieval-Augmented Generation (RAG) system and integrating new.

Brazil

I specialize in leveraging cutting-edge technologies such as Langchain, GenAI, Large Language Models (LLMs), Google Cloud Platform (GCP), and Python to craft innovative applications and proofs of concept (POCs) that address complex business challenges. My work includes the development of a sophisticated SQL generation tool that utilizes multi-step chains.

Sao Paulo, Brazil

• In my leadership role at N2B Brasil, I specialize in advanced machine learning using tools like Python, Pandas, Keras, and TensorFlow. I apply these skills to enhance content recommendations and incorporate.
• Architected robust data infrastructure using advanced tools like BigQuery, DBT, and Airflow, establishing scalable foundation for data processing and analysis, empowering data-driven decision-making.
• Engineered optimal meal plans for individual patients through machine learning and fine-tuned mealtimes via solver algorithm, resulting in substantial enhancement of user satisfaction.
• Realized 86% reduction in compliance verification time for presentation guidelines among nutritionists during consultations.
• Elevated operational efficiency through automation improvements, streamlining critical workflows for optimal outcomes.
• Integrated open-source machine learning model to identify clothing segments, achieving target within one week of production.

São Paulo, São Paulo

• As a Chief Technology Officer, I took the lead in driving technological advancements while ensuring a harmonious fit with the company's evolving business demands. My role involved orchestrating strategic planning.
• Directed MVP development, focusing on crucial features for quick customer value, paving the way for iterative progress, faster market entry, and user feedback.
• Built first software team, driving product advancement and innovations, propelling growth, and success.
• Transitioned organization to Agile, boosting collaboration, adaptability, and productivity for faster deliveries and improved output. Show less

Camboriú

• At GOBE Business, my primary responsibility was to create and manage software solutions that closely aligned with the company's strategic objectives and user requirements. I actively tackled intricate technical.
• Designed and implemented a customized ad recommendation system for affiliate programs, maximizing user engagement through tailored content delivery.
• Established an interactive forum platform, enabling dynamic instructorstudent interaction, and contributing to an enriched online learning atmosphere.
• Led server configuration efforts, growing software scalability, and ensuring uninterrupted system performance during periods of high demand. Show less