About Me
Hi, I’m Adelson Teodoro, an AI Engineer & Backend Developer passionate about creating intelligent solutions.
Core Competencies: Generative AI, Cloud Architecture, and Full-cycle Development
Skills
• Languages: Python (Advanced), SQL (Advanced), TypeScript/JavaScript (Intermediate)
• Frameworks: Django, FastAPI, Flask, Node.js, Streamlit
• AI/ML: Transformers, Hugging Face, Fine-tuning, NLP, LangChain, RAG, Cosine Similarity Techniques
• Cloud: AWS (Lambda, S3, Bedrock), Azure (OpenAI, DevOps)
• Databases: PostgreSQL, MySQl/MariaDB, DynamoDB, MongoDB, ChromaDB
• Tools: Docker, Git/GitHub, Jira, Trello, Terraform, Serverless
Professional Experience
AI Engineer - AutoU (@B3)
Feb 2025 - Present
• Built automation systems for dataset sanitization and BERT model training
• Implemented semantic email analysis using vector databases for LLM inputs and RAG
• Integrated with cross-functional teams using Scrum methodologies
• Technologies: Python, Transformers, FastAPI, ChromaDB, Azure OpenAI, Docker
AI Engineer - Compass.UOL (@Tecban - Fina MVP Project)
Sep 2024 - Feb 2025
• Developed MVP for OpenFinance data analysis using generative AI
• Created data pipelines for financial data extraction/transformation
• Built AI agents for predictive insights generation
• Technologies: Python, AWS Lambda, Bedrock, DynamoDB, Terraform
AWS AI Engineer - Compass.UOL (Internship)
Mar 2024 - Aug 2024
• Developed POCs in Generative AI and Computer Vision
• Integrated/trained open-source models for data processing
• Implemented AWS cloud solutions for scalable processing
• Technologies: Python, AWS (SageMaker, Lex, Polly, S3, DynamoDB, Aurora, Alexa Skill Builder, ElasticBeanstalk, Cloudwatch, EC2), Docker, Kubernetes
Education
Federal Institute of Tocantins
BSc in Systems Analysis and Development
Jan 2023 - Dec 2025
Relevant Coursework:
• Computer Architecture • Data Structures • Algorithms
• Discrete Mathematics • Linear Algebra • Cloud Computing
Projects
• WhatsApp chatbot for missing person registration/location
• Image processing with Amazon Rekognition + DynamoDB storage
• Serverless architecture using AWS Lambda/API Gateway
Technologies: Python, AWS, Twilio, NLP
• Automated LaTeX generation from natural language prompts
• Few-shot learning integration with language models
• Web interface built with Flask/Docker
Technologies: Python, Flask, LaTeX, Transformers
• BERTimbau model fine-tuned for Brazilian Portuguese financial emails
• Complete pipeline from preprocessing to deployment
• Legacy system integration via REST API
Technologies: Python, BERT, Transformers, FastAPI, Pandas
A Little More About Me
Beyond technology, I cultivate a multidimensional perspective through:
🧠 Intellectual Pursuits
- Avid student of mathematical concepts (particularly Linear Algebra and Discrete Mathematics)
- Competitive chess player (Elo 1800 - tactics enthusiast)
- Native Portuguese speaker, fluent in English, intermediate in Russian. Currently exploring Greek, Italian, Spanish, and French.
☦️✝️ Faith & Philosophy
- Strong believer in faith-driven development principles
- Interested in the intersection of spirituality and technology