🔷 ANDRES VERA FIGUEROA

AI/ML Engineer • Data Scientist • Enterprise AI Architect

🌐 Connect With Me

🧠 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:

🤖 Agentic AI & LLMs — RAG systems, prompt engineering, multi-agent workflows
🔄 RPA & Automation — Web scraping, process optimization, operational automations
📊 Machine Learning — Feature engineering, forecasting, classification, segmentation
💾 Data Products — KPI design, analytics dashboards, decision support systems
🚀 Production ML — Deployment, monitoring, A/B testing, model lifecycle management

💻 Tech Stack

🐍 Languages & Core

🤖 AI & LLMs

🧠 ML & Deep Learning

🔄 RPA & Automation

📊 Data Processing

🗄️ Data & Databases

☁️ MLOps & Cloud

📈 Visualization & BI

📈 Expertise Matrix

┌─────────────────────────────────────────────────────────────┐
│                 CORE COMPETENCIES                           │
├─────────────────────────────────────────────────────────────┤
│                                                               │
│  Agentic AI & Multi-Agent  ███████████████░░░░░  95%        │
│  RAG Systems & Prompt Eng  ███████████████░░░░░  95%        │
│  RPA & Web Automation      ███████████████░░░░░  95%        │
│  LLM & Generative AI       ███████████████░░░░░  95%        │
│  Machine Learning          ████████████░░░░░░░  90%        │
│  Feature Engineering       █████████████░░░░░░  95%        │
│  Data Pipeline Design      ██████████░░░░░░░░░  85%        │
│  SQL & Database Systems    █████████████░░░░░░  95%        │
│  Analytics & KPI Design    ████████████░░░░░░░  90%        │
│  Model Deployment          ██████████░░░░░░░░░  85%        │
│                                                               │
└─────────────────────────────────────────────────────────────┘

🎯 Work Areas

Specialized Solutions

Area	Description	Technologies
🤖 Agentic AI Systems	Multi-agent workflows, RAG pipelines, prompt engineering for autonomous decision-making	Python, LangChain, OpenAI, Claude API
🔄 RPA & Automation	End-to-end process automation, web scraping, compliance monitoring, KPI tracking	Python, Selenium, BeautifulSoup, UiPath
📊 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

🔬 Key Achievements

🤖 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

📊 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

🚀 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

📚 Current Focus Areas

🤖 Agentic AI Systems - Building autonomous agents and multi-agent workflows for enterprise
🔄 RPA & Process Automation - End-to-end automation solutions that reduce manual work
📊 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