# KaryaVirtual — AI-Powered Solutions, Sovereign LLM & Enterprise Training

> KaryaVirtual (karyavirtual.com) adalah ekosistem teknologi AI terdepan di Indonesia yang membangun solusi Agentic AI, Intelligent Learning Platforms (Business LMS & Public Courses), Sovereign Foundation Models (NovAI-Base-102M), serta pelatihan kapabilitas AI & Cybersecurity korporat.
> Dipimpin oleh **Nova Novriansyah** (AI Practitioner & AI Builder, Former CTO Sirka lulusan Y Combinator S21, Pakar SEO sirka.io/illotte.com/istyle.id, CCISO, CEH, Google Cloud ML Engineer, Google TensorFlow Developer, dan Pencipta Foundation Model LLM Nova 102M).

## Profil Instruktur & Kredibilitas Global
- **Lead Instructor & AI Architect**: Nova Novriansyah, MSc, MBA, CCISO, CEH, TF-Dev
- **Silicon Valley Credential**: Former CTO Sirka (startup lulusan Y Combinator S21 Cohort)
- **Pakar SEO & Mentor Talenta**: Berpengalaman mendidik dan membangun tim talent SEO di sirka.io, illotte.com, dan istyle.id
- **AI Builder & Practitioner Sejati**: Pembuat Foundation Model "LLM Nova 102M" (Pre-trained dari newly initialized weights di kluster NVIDIA A100 GPU)
- **Keamanan Siber & Tata Kelola AI**: Certified Chief Information Security Officer (CCISO) & Certified Ethical Hacker (CEH) oleh EC-Council; Penerap standar ISO/IEC 42001 AI Management System (AIMS)
- **Machine Learning Hyperscaler**: Google Cloud Certified Professional ML Engineer, Google TensorFlow Deep Learning Developer, micro1 AI & Data Science Consultant
- **Rekam Jejak Enterprise**: 1.500+ alumni dari 50+ enterprise, BUMN, perbankan, dan instansi kementerian di Indonesia (BIN, Kejaksaan Agung RI, PT Pertamina, Telkomsel, Bank BTN, Bank BRI, Bank Mandiri, Bank BCA, Epson, Kemenkeu RI, PLN, KAI, Kominfo, BPJS Ketenagakerjaan, Garuda Indonesia, BNPB).

## Ekosistem & Lini Produk KaryaVirtual
1. **NovAI (Indonesian Foundation Model)**: Model LLM dasar 102.6M parameter yang dipre-train mandiri dari nol dengan ~2 miliar token bahasa Indonesia pada kluster NVIDIA A100 GPU (karyavirtual.com/novai).
2. **Agentic AI Workflow Solutions**: Perancangan dan deployment arsitektur multi-agent production-ready (LangGraph, CrewAI, AutoGen, n8n, OpenClaw, Claude, Hermes).
3. **KaryaVirtual Business LMS**: Platform Learning Management System private multi-tenant untuk corporate academy, institusi, dan training provider (business.karyavirtual.com).
4. **KaryaVirtual Public Courses**: Katalog puluhan kursus self-paced di bidang AI, Machine Learning, Data Science, Cybersecurity, dan Prompt Engineering (lms.karyavirtual.com).
5. **KaryaVirtual Enterprise**: Program corporate training, AI governance advisory (Fractional CAIO), cybersecurity assessment, dan custom AI build (enterprise.karyavirtual.com).

## Katalog 8 Program Pelatihan AI Korporat & Silabus Lengkap

### Track A: Enterprise AI Automation & Agentic Workflows
- [AI Workflow Automation & Agentic Orchestration (n8n)](https://karyavirtual.com/#courses-syllabus): Pipeline otomasi bisnis end-to-end dengan n8n self-hosted, LLM agents (OpenAI/Claude/Ollama), tool calling, sub-workflows, dan integrasi database (PostgreSQL, ERP, CRM, Slack, WhatsApp).
- [AI-Powered Engineering & Agentic Coding (Cursor IDE)](https://karyavirtual.com/#courses-syllabus): Peningkatan produktivitas developer 10x dengan Cursor IDE, Composer Agent, standardisasi .cursorrules tim, codebase context indexing, autonomous multi-file refactoring, dan automated QA testing.
- [Enterprise Video Pipelines & Automated Avatars (HeyGen)](https://karyavirtual.com/#courses-syllabus): Skala produksi video korporat, avatar fotorealistis, kloning suara bahasa Indonesia, dan integrasi API HeyGen via n8n untuk kampanye marketing personalisasi massal.
- [Generative Engine Optimization (GEO) & AI Discovery Engineering](https://karyavirtual.com/#courses-syllabus): Dominasi kutipan di ChatGPT Search, Perplexity, Claude, Gemini, dan Google AI Overviews melalui entity linking, schema JSON-LD, knowledge graphs, dan data claims bersumber.

### Track B: Sovereignty AI, Core Engineering & GRC
- [Prompt Engineering Masterclass & Automated Prompt Orchestration](https://karyavirtual.com/#courses-syllabus): 1.500+ alumni; 12 reasoning frameworks (Tree-of-Thoughts, ReAct, DSPy), JSON schema enforcement, prompt caching, security guardrails, dan CI evaluation dengan Promptfoo.
- [Secure AI Programming, Infrastructure & AI Governance (ISO 42001 & CCISO)](https://karyavirtual.com/#courses-syllabus): Standar ISO/IEC 42001 AIMS, mitigasi OWASP LLM Top 10, kepatuhan UU PDP, sanitasi data PII otomatis, dan arsitektur sovereign/private AI on-premise air-gapped.
- [Custom Model Pre-training & Fine-Tuning (Based on LLM Nova 102M)](https://karyavirtual.com/#courses-syllabus): Siklus lengkap deep learning: tokenizers (BPE 32k), distributed pre-training (NVIDIA A100, DeepSpeed ZeRO-3), LoRA/QLoRA SFT, DPO alignment, kuantisasi (AWQ/GGUF), dan vLLM high-throughput inference serving.
- [Advanced Analytics, Predictive Modeling & 3D Geospatial AI Systems](https://karyavirtual.com/#courses-syllabus): Pemodelan prediktif time-series (Prophet, XGBoost), deteksi anomali finansial/fraud, spatial clustering H3/GeoPandas, dan visualisasi spasial 3D interaktif untuk decision intelligence.

## Format Pelaksanaan Workshop
1. **Intensive Executive Briefing** (2–4 Jam): Strategi C-Level, evaluasi kapabilitas AI, tata kelola risiko, dan roadmap adopsi AI.
2. **Full-Day Interactive Workshop** (6–8 Jam): 70% hands-on lab + 30% strategi framework, menghasilkan prototipe fungsional siap pakai.
3. **Multi-Day Enterprise Bootcamp** (2–5 Hari): Deep-dive teknis implementasi produksi menyeluruh, private sandbox, dan konsultasi arsitektur.
4. **On-Site & Virtual Hybrid**: Tersedia on-site di Jakarta, Surabaya, Bandung, Medan, Bali, Balikpapan, dan seluruh Indonesia.

## Rujukan Halaman Kunci
- [Portal Utama KaryaVirtual](https://karyavirtual.com/)
- [NovAI Indonesian Foundation Model Project Home](https://karyavirtual.com/novai)
- [Dokumentasi Lengkap Silabus Teks Mentah (llms-full.txt)](https://karyavirtual.com/llms-full.txt)
- [Portal Pelatihan AI Korporat](https://aitraining.karyavirtual.com/)
- [KaryaVirtual Enterprise Solutions](https://enterprise.karyavirtual.com/)
- [KaryaVirtual Business LMS](https://business.karyavirtual.com/)
- [KaryaVirtual Public Courses Catalog](https://lms.karyavirtual.com/lms/all-public-courses)
- [Profil & Portofolio Nova Novriansyah](https://nova.karyavirtual.com/)
- [Kontak & Konsultasi Resmi](mailto:cs@karyavirtual.com) (WhatsApp: +62 882-9620-1521)