Flavio Loss

Experience

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  AEVO

  Nov 2020 - Apr 2022

  Data Scientist

  - Developed advanced sentence similarity algorithm to create functionalities within the company's SAAS platform. The Transformers architecture was employed to make the predictions, with BERT as the pre-trained base model.- Deployed application using FastAPI in conjunction with Docker, creating a WebApp in a Azure Cloud environment.

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  Dasa

  Apr 2022 - Jun 2023

  Data Scientist

  - Created Spark pipelines to efficiently process extensive databases and build models for identifying high-need, high-cost patients;- In addition, trained NLP models including regex and transformer-based approaches to accurately interpret medical reports and infer patient conditions.

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  Scopic Software

  Aug 2023 - Feb 2024

  Machine Learning Developer

  - Operating with Large Language Models (LLMs) such as GPT-4, Gemini, and Claude. Created a software defect classifier and deployed to an AWS Lightsail using FastAPI and Docker.

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  Cloud2Go

  Mar 2024 - now

  Machine Learning Engineer

  - Constructed RAG applications using LLMs to answer user questions through a Chatbot interface. My job was to build the interface and the application using GPT-4 and FastAPI, also the web application hosted on Azure;- Developed a Machine Learning project that predicts future sales for each company's product, built monitoring and CI/CD environment on Databricks. The model scored 0.95 MAE on average monthly prediction;- Building application that leverages AI Agents to generate agricultural equipment maintenance reports based on alerts and metrics. Show less