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Miguel Rocha

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About

Experienced Solutions Architect and Data Scientist with a passion for leveraging AI and cloud technologies to drive business transformation and innovation.

Miguel Rocha

Solutions Architect & Data Scientist

Driving innovation through advanced AI/ML solutions and cloud architecture, with a focus on Generative AI and risk modeling.

  • Experience: 6+ years
  • Degrees:
  • M.S. in Business Analytics
  • B.S. in Information Technology and Systems

As a seasoned tech professional with over six years of experience at companies like Google, Microsoft, and IBM, I specialize in developing AI/ML solutions, particularly in Generative AI, credit risk modeling, and cloud technologies. My expertise spans Python, SQL, machine learning frameworks, and major cloud platforms, driving innovation through data-driven approaches to complex business challenges.

Years Industry Experience

Tech Giants Worked For

AI/ML Projects Delivered

Industry Awards And Recognitions

Resume

6+ years of experience in Data Science, Machine Learning, and AI technologies across various industries.

Summary

Miguel Rocha

Experienced Solutions Architect and Applied Scientist with a strong background in AI/ML, cloud technologies, and data science. Skilled in developing and deploying advanced machine learning models and generative AI solutions.

Education

M.S. in Business Analytics

Jan 2016 - May 2019

University of Texas - Dallas, Richardson, TX

Concentration in Data Science & Statistics

B.S. in Information Technology and Systems

Jan 2016 - May 2018

University of Texas - Dallas, Richardson, TX

Professional Experience

Solutions Architect

Mar 2024 - Present

Google

Applied Scientist

May 2021 - Mar 2023

Microsoft

Data Scientist / MLE

Nov 2019 - April 2021

IBM

Data Scientist

Oct 2018 - Nov 2019

Toyota North America

Data Scientist, Intern

May 2018 - Aug 2018

Toyota North America

Portfolio

Explore a diverse collection of my projects and accomplishments in Data Science, Machine Learning, and AI. From innovative algorithms to impactful data visualizations, this portfolio showcases my expertise in translating complex data into actionable insights. Each project represents a unique challenge overcome and demonstrates my commitment to pushing the boundaries of what's possible with data. Whether you're interested in predictive modeling, natural language processing, or computer vision, you'll find examples of cutting-edge solutions that drive real-world results.

  • All
  • Machine Learning
  • NLP
  • Computer Vision
  • Generative AI

Predictive Analytics Dashboard

Machine learning model for sales forecasting

Sentiment Analysis Tool

NLP model for analyzing customer feedback

Object Detection System

Real-time object detection using YOLO

Text-to-Image Generator

GAN-based image generation from text descriptions

Anomaly Detection System

Machine learning for identifying unusual patterns

Chatbot Development

AI-powered customer service chatbot

Facial Recognition System

Deep learning for facial recognition and analysis

Music Generation AI

Neural network for composing original music

Recommendation Engine

Collaborative filtering for personalized recommendations

Skills

Expertise in cutting-edge technologies for AI, data science, cloud solutions, and web development

Programming Languages

  • Python
  • SQL
  • R
  • JavaScript
  • TypeScript

Machine Learning & AI

  • Supervised Learning
  • Unsupervised Learning
  • Deep Learning
  • Natural Language Processing
  • Computer Vision

Generative AI

  • Large Language Models (LLMs)
  • Transformer Architecture
  • RAG (Retrieval Augmented Generation)
  • Stable Diffusion
  • Prompt Engineering

Web Development

  • HTML5 & CSS3
  • React.js
  • Node.js
  • Express.js
  • RESTful APIs

Cloud & DevOps

  • Amazon Web Services (AWS)
  • Microsoft Azure
  • Google Cloud Platform (GCP)
  • Docker & Kubernetes
  • CI/CD Pipelines

Big Data & Analytics

  • Apache Spark
  • Hadoop
  • Tableau & Power BI
  • Pandas & NumPy
  • Databricks

Expertise

Leveraging over 6 years of experience in Data Science, Machine Learning, and AI technologies to deliver cutting-edge solutions across various industries.

Cloud AI/ML Solutions

Expert implementation of AI/ML solutions on major cloud platforms including Google Cloud, Microsoft Azure, and AWS.

Generative AI Development

Designing and implementing advanced Generative AI solutions, including LLMs and multimodal AI applications.

Advanced Risk Modeling

Developing and deploying customized credit risk models for the banking and financial services industry.

Machine Learning Engineering

Building and deploying scalable machine learning models using industry-standard tools and best practices.

Natural Language Processing

Implementing NLP solutions for improved customer service, including advanced IVR systems and chatbots.

Data Analytics and Visualization

Creating insightful dashboards and reports using tools like Tableau, and extracting valuable insights from complex datasets.

Recommendations

Hear what industry professionals have to say about my work and contributions

I had the privilege to mentor Miguel. He is very driven when it comes to Data Science...

Obaid Masih

Senior Principal Data Scientist/ MLOPS Engineer

Miguel worked on my team in Business Intelligence - Customer Analytics as a Summer Intern during 2018...

Charles Chao

Group Manager, Data Analysis Toyota Financial Services

I had the pleasure of working with Miguel directly this past summer, and he developed an immense reputation for hard work, agility and resilience...

Lina Rahman, MBA, ITIL, CSM

Senior Project Manager at Entrust

I had the pleasure of managing Miguel for 4-months at EDC in Service Management Team...

Adeel Tasne'm, CISA,ITIL V4 Expert, PMP, Scrum Master

Brown University

Contact

Get in touch with me for opportunities in Data Science, Machine Learning, and AI

Email

codemigs@gmail.com

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