Nat Pısco
AI / ML Engineer
I build intelligent systems that actually ship. Agentic workflows, voice AI, computer vision, and the production scaffolding that keeps them honest in front of real users.
Previously QA Tester at NOAH · Currently AI Technology Specialist at PeoplePartners
Frontend
Backend
DevOps & Cloud
AI & Machine Learning
Security & Identity
CMS & No-Code
Developer Tools
LLM Foundations
- Transformer Architectures
- Attention Mechanisms
- Prompt Engineering
- RAG Architectures
Neural Networks & CV
- Convolutional Neural Networks
- Recurrent Neural Networks
- Pattern Recognition
- Inference Optimization
Advanced AI Systems
- AI Safety & Ethics
- Hallucination Mitigation
- Autonomous Agents
- Model Evaluation Strategies
Production systems, not demos.
Automated Engineering Ops
An enterprise-grade autonomous orchestration platform designed for solo project leads, implementing a complete 10-phase specification-to-production logic engine.
Core Intelligence
- • Autonomous Design Analysis
- • Intelligent Task Orchestration
- • Core Logic AI Engine
- • Automated AI Reviewer
Autonomous Operations
- • Integrated Persistence Layer
- • Automated Security Auditor
- • Change Audit Logging
- • QA Testing Pipeline
Key Architecture Outcomes
- • High-Fidelity Specification-to-Production Traceability Matrix
- • Modular System Design with Zero-Manual Orchestration
- • Automated Security & QA Integrity Gates
System Architecture
Recruiting Scheduler AI
An intelligent scheduling system that automates interview coordination using conversational AI and smart calendar management.
Core Intelligence
- • NLP Calendar Parsing
- • Smart Interview Scheduling
- • Candidate Profile Matching
- • Priority-Based Ranking
Autonomous Operations
- • Node.js API Orchestrator
- • Multi-Calendar Smart Sync
- • Automated Follow-up Engine
- • PostgreSQL Persistence
Key Achievements
- • 85% reduction in scheduling time
- • Multi-calendar sync across 4 providers
- • 95% interview attendance rate
System Architecture
Outbound Voice Call Lead Generation AI
An AI-powered voice system that conducts outbound calls for lead qualification and generation with real-time sentiment analysis.
Core Intelligence
- • Speech Synthesis (TTS) Engine
- • Real-time NLP Transcription
- • Dynamic Script Generator
- • Real-time Sentiment Scoring
Autonomous Operations
- • Twilio Telephony Interface
- • CRM Pipeline Sync
- • Automated Lead Qualification
- • Sentiment Analytics Dashboard
Performance Metrics
- • 3× increase in qualified leads
- • Real-time sentiment tracking on live calls
- • 60% lower cost-per-lead
System Architecture
Workforce Re-Engineering Platform
An AI-driven platform for organizational transformation and workforce optimization with predictive analytics and skills mapping.
Core Intelligence
- • Skills Gap NLP Analysis
- • Role-to-Talent Match Engine
- • Predictive Workforce Analytics
- • Automated Skills Labelling
Autonomous Operations
- • Scalable Data ETL Pipeline
- • Interactive Visualization Suite
- • Automated Report Generation
- • HR System API Integrity
Key Achievements
- • Data-driven workforce planning across departments
- • 40% faster organizational restructuring
- • AI-driven skills recommendations and gap analysis
System Architecture
Have a hard problem?
I take on a small number of engagements at a time: AI systems, voice agents, automation platforms. Tell me what you're trying to ship and I'll tell you whether I'm the right person for it.
Baguio City, Philippines