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andresveraf/README.md

πŸ”· ANDRES VERA FIGUEROA

AI/ML Engineer β€’ Data Scientist β€’ Enterprise AI Architect

Status Focus Expertise

🌐 Connect With Me

LinkedIn Email GitHub Twitter


Agentic AI RPA Data Products

🧠 About Me

Data Scientist & AI Engineer building intelligent systems that turn messy business problems into measurable results. Specialist in Agentic AI, LLMs & RAG Systems, and RPA automation that reduce manual work and drive operational excellence. From analysis to production-grade deployment.

Core Competencies:

  • πŸ€– Agentic AI & LLMs β€” RAG systems, prompt engineering, multi-agent workflows
  • πŸ”„ RPA & Automation β€” Web scraping, process optimization, operational automations
  • πŸ“Š Machine Learning β€” Feature engineering, forecasting, classification, segmentation
  • πŸ’Ύ Data Products β€” KPI design, analytics dashboards, decision support systems
  • πŸš€ Production ML β€” Deployment, monitoring, A/B testing, model lifecycle management

πŸ’» Tech Stack

🐍 Languages & Core

Python SQL R JavaScript

πŸ€– AI & LLMs

OpenAI Anthropic LangChain

🧠 ML & Deep Learning

TensorFlow PyTorch Scikit--Learn XGBoost LightGBM

πŸ”„ RPA & Automation

UiPath Selenium BeautifulSoup

πŸ“Š Data Processing

Pandas NumPy SciPy

πŸ—„οΈ Data & Databases

PostgreSQL MongoDB BigQuery Elasticsearch

☁️ MLOps & Cloud

Docker Kubernetes AWS GCP

πŸ“ˆ Visualization & BI

Tableau Power%20BI Plotly Matplotlib


πŸ“ˆ Expertise Matrix

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                 CORE COMPETENCIES                           β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚                                                               β”‚
β”‚  Agentic AI & Multi-Agent  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘  95%        β”‚
β”‚  RAG Systems & Prompt Eng  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘  95%        β”‚
β”‚  RPA & Web Automation      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘  95%        β”‚
β”‚  LLM & Generative AI       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘  95%        β”‚
β”‚  Machine Learning          β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘  90%        β”‚
β”‚  Feature Engineering       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘  95%        β”‚
β”‚  Data Pipeline Design      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  85%        β”‚
β”‚  SQL & Database Systems    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘  95%        β”‚
β”‚  Analytics & KPI Design    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘  90%        β”‚
β”‚  Model Deployment          β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  85%        β”‚
β”‚                                                               β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

🎯 Work Areas

Specialized Solutions

Area Description Technologies
πŸ€– Agentic AI Systems Multi-agent workflows, RAG pipelines, prompt engineering for autonomous decision-making Python, LangChain, OpenAI, Claude API
πŸ”„ RPA & Automation End-to-end process automation, web scraping, compliance monitoring, KPI tracking Python, Selenium, BeautifulSoup, UiPath
πŸ“Š Analytics & Data Products KPI dashboards, business intelligence, data storytelling for stakeholder alignment SQL, Tableau, Power BI, Python
🧠 Machine Learning Forecasting models, classification systems, customer segmentation, performance optimization TensorFlow, PyTorch, Scikit-learn, XGBoost

πŸ”¬ Key Achievements

πŸ€– Agentic AI & Automation Impact

  • Deployed multi-agent AI systems reducing manual workflows by 85%
  • Built RAG pipelines that improved response accuracy by 40%
  • Implemented RPA automations handling 10K+ transactions daily
  • Reduced operational costs by 60% through intelligent automation

πŸ“Š Analytics & Data Products

  • Designed KPI dashboards enabling faster stakeholder decision-making
  • Built ML models with 30-40% improvement in prediction accuracy
  • Created data storytelling frameworks that aligned teams on strategy
  • Processed and analyzed 1M+ records daily with real-time insights

πŸš€ Enterprise Delivery

  • Deployed 20+ intelligent systems from prototype to production
  • Achieved 99.9% uptime on mission-critical automation workflows
  • Mentored teams on AI/ML best practices and operational excellence
  • Generated $500K+ in measurable business value through data-driven solutions

πŸ“š Current Focus Areas

  • πŸ€– Agentic AI Systems - Building autonomous agents and multi-agent workflows for enterprise
  • πŸ”„ RPA & Process Automation - End-to-end automation solutions that reduce manual work
  • πŸ“Š Analytics for Decisions - KPI dashboards and data storytelling that drive alignment
  • 🧠 RAG & LLM Applications - Production-grade AI systems with retrieval-augmented generation

Visit my portfolio for detailed case studies and live projects


πŸ† Certifications & Recognition

  • Advanced Machine Learning - Specialized in Production ML Systems
  • Data Science & Statistical Methods - Expert-level analytics
  • Cloud Architecture - AWS & GCP certifications
  • MLOps & Model Deployment - Kubernetes & containerization expertise

πŸ“Š GitHub Activity

Profile Views

Key Statistics:

  • πŸ”§ Building intelligent systems and data pipelines
  • πŸ“ˆ Focus on production-grade ML solutions
  • πŸŽ“ Continuous learning in AI/ML frontier
  • πŸ’Ό Enterprise AI & Data Science specialist

🎨 Design Philosophy

This profile showcases:

  • ✨ Modern Glassmorphism Design - Black background with gradient blue accents
  • 🎯 AI/ML Focus - Specialized expertise visualization
  • πŸ“Š Data Science Specialization - Technical depth and breadth
  • πŸ’Ž Enterprise Grade - Production-ready, professional presentation
  • πŸš€ Innovation-First - Cutting-edge technologies and methodologies

πŸ’¬ Let's Connect

Portfolio LinkedIn WhatsApp Email Twitter

I'm open to opportunities in:

  • πŸ€– Agentic AI & LLM Product Development
  • πŸ”„ RPA & Enterprise Automation Leadership
  • πŸ“Š Chief Data Officer / VP Analytics Roles
  • πŸš€ AI Engineering & Data Science at Scale

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