Your vision, my commitment

Hi, I am Emanuel
a Consultant.

Driven by a passion for technological innovations. Holding a specialization in Artificial Intelligence, from optimizing processes to developing end-to-end customized applications and solutions, each service is meticulously planned to enhance your experience and drive your objectives. Let's transform challenges into opportunities.

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Features

What I Do

Custom AI Systems

Tailored to the unique needs of our clients

Advanced Machine Learning Algorithms

For predictive analysis and pattern recognition

Strategic Consulting

For an effective integration of AI technologies into business operations

Process and Service Automation

Range from conception to practical implementation

Web Crawlers Development

Crafting customized web crawlers tailored to your specific needs for efficient data gathering and analysis

Dynamic Reports

Descriptive, Predictive, and Prescriptive Analyses

6+ Years of Experience

My Resume

2015 - 2021

Engineering Background

Bachelor's Degree in Computer Engineering

Federal Institute of Minas Gerais - Campus Bambuí


2023 - 2024

Lato Sensu Postgraduate

Artificial Intelligence and Computational Intelligence

Federal University of Viçosa


Features

Development Skill

ARTIFICIAL INTELLIGENCE (MACHINE LEARNING, DEEP LEARNING, GENAI)
99%
PROGRAMMING LANGUAGES (PYTHON, SQL, R, BASH, JAVASCRIPT)
99%
DATABASES (VECTOR, SQL (OLAP/OLTP), NOSQL)
99%
BIG DATA (HIVE, Hadoop, Spark, POLARS, Flink, Dask, Kafka, BIG QUERY, DATABRICKS)
90%
CLOUDS (AZURE, GOOGLE/GCP, AWS)
97%
DASHBOARDS (POWER BI,STREAMLIT, TABLEAU, LOOKER, QLIKVIEW, QLIK SENSE)
96%
ETL TOOLS (PENTAHO, SSIS, APACHE AIRFLOW, APACHE NIFI)
80%
MLOps (MLFlow, Kubeflow, TFX, Airflow, Weights & Biases)
88%


Features

Development Skill

LLM (Hugging Face Transformers, Azure OpenAI, Google Generative AI, LangChain, LangGraph, LangSmith, LLamaIndex, Pydantic, CrewAI, UVICORN, FASTAPI, Trulens, Helicone)
99%
Machine Learning (scikit-learn, XGBoost, LightGBM, TensorFlow, Keras, PyTorch, pandas, NumPy, matplotlib, seaborn, plotly, spaCy, NLTK, SHAP, LIME, caret,data.table, dplyr, ggplot2, tm, text2vec, iml, and DALEX)
99%
CONTAINERS (DOCKER, CRI-O, CONTAINERD, PODMAN)
90%
CONTAINER ORCHESTRATION (KUBERNETES/K8s, DOCKER SWARM, EKS, DOCKER COMPOSE)
80%
CI/CD (AzureDevOps, AWS CodePipeline, Google Cloud Build, Jenkins, Gitlab, Github)
95%
ARCHITECTURE ORQUESTRATION (TERRAFORM, AZURE BICEP/ARM Templates)
80%
Writing Technical Documentation (LaTeX, markdown, Rmd, Git, Gitlab, Github)
99%


2018 - Present

Data Scientist

SEBRAE (2022 - present)

Currently, as a Bodyshop professional, I work across various areas, from developing Large Language Models (LLMs) to analyzing complex data using diverse tools and programming languages. My expertise spans computational modeling, process optimization, scripting, database management, and crafting innovative AI-driven solutions, with a focus on generative artificial intelligence. My activities include analyzing complex data, developing dynamic reports, end-to-end software development, providing data backup support, manipulating, extracting, and processing large volumes of data from various sources and formats, developing analyses of strategic indicators to support SEBRAE's decision-making, conducting data mining (web crawling and web scraping), among other tasks. In addition, I excel in storytelling, developing impactful presentations, and conducting thorough analyses of data integrity and quality. My journey at Sebrae began in the Data Intelligence Center, followed by collaborations with the Strategy, Planning, and Monitoring Center. Currently, I am part of the Research and Knowledge Management Center, working closely with the aforementioned teams as well as other Sebrae units, including Ombudsman, Entrepreneurial Education, Solutions, Competitiveness, Relationship Management, Public Policies, Communication, and more.

Technical Consultant

Independent Professional (2018 - Present)

Technical Consultant, Computer Engineer specialized in Artificial Intelligence. I lead a broad range of high-level activities in the technological domain. I develop custom AI systems tailored to the unique needs of clients and implement advanced machine learning algorithms for predictive analysis and pattern recognition. My expertise extends to creating innovative solutions in natural language processing. I have successfully led research and development projects, enhancing AI capabilities, and provide strategic consulting for effective integration of AI technologies into business operations. My skills span from conceptualization to practical implementation, ensuring that my clients are at the forefront of technological innovation.



2020 - 2022

Data scientist Researcher

Federal Institute of Education, Science, and Technology of Minas Gerais - IFMG (2020 - 2022)

Development of a computational tool to predict the stock market through the combination of artificial intelligence techniques and sentiment analysis. Focus on remote performance based on agile methodologies, such as the spiral model. The documents were written in LaTeX on Overleaf for presentation at events.

Contact

Get in Touch

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Emanuel Elias

AI Specialist

I work at the intersection of technology and intelligence, helping businesses and individuals unlock the full potential of data and AI. Whether you have a project in mind, need expert guidance, or just want to connect, feel free to reach out. I’d be happy to hear from you!