👋 Hi, I’m Felix Yustian Setiono

Senior Computer Vision Engineer & CV Team Lead | Edge AI & ML Systems Architect | LLM & Agentic Systems

Senior AI/ML engineer and researcher with 10+ years of building and deploying intelligent autonomous systems — from Edge AI (TensorRT, NVIDIA Jetson) and real-time computer-vision pipelines to LLM-powered agentic workflows (LangChain, LangGraph, MCP). I bridge hardware-level optimization and high-level AI architecture: sub-66.7 ms latency on 15 simultaneous 1080p streams with TensorRT FP16 on one end, enterprise agentic systems for banking risk and fraud analytics on the other.

Now Senior Computer Vision Engineer & CV Team Lead at Sigmawave AI (Singapore), leading multi-camera computer-vision systems for edge deployment, and AI Architect & Technical Lead at V-TEKI.


🌐 felixsetiono.my.id · 🚀 All my projects, live from GitHub · 🎬 Portfolio video



🔬 Research & Technical Focus


💻 Tech Stack

AI / ML          │ PyTorch · TensorFlow · Scikit-Learn · OpenCV · Pandas · NumPy · Plotly · MLOps
Generative AI    │ LangChain · LangGraph · MCP · QwenPaw (AgentScope) · Qwen3-14B · Claude API
                 │ Gemini API · OpenAI API · LLaMA · Transformers · Prompt Engineering (CoT / ToT / RTCFC)
Edge AI & HPC    │ TensorRT (FP16/INT8) · NVIDIA Jetson · Inference Acceleration · Dynamic Batching · RTOS
Computer Vision  │ YOLO11 / YOLOv8 · ByteTrack · SigLIP 2 · Re-ID · Core ML · Vision framework
OCR & Doc AI     │ Tesseract OCR · PaddleOCR · pdfplumber · Pydantic schema-bound extraction · rule engines
Programming      │ Python · Go (Golang) · C/C++ · JavaScript · TypeScript · Swift · HTML/CSS · SQL · PHP
Agentic Systems  │ QwenPaw · Playwright · BeautifulSoup4 · DOKU REST API · Redis · Event-Driven Scheduling
Web3 / On-Chain  │ Solidity · ERC-5192 soulbound · EIP-712 · Foundry · wagmi / viem · Lisk Sepolia
Cloud & DevOps   │ GCP · Azure ML · AWS · Vercel · Docker · Docker Compose · GitHub Actions · Git
Backend & APIs   │ FastAPI · Django · Node.js / Express · Next.js · Nginx · REST · WebSocket · Async I/O
Embedded         │ Raspberry Pi · Arduino · STM32 · NodeMCU · Xiao ESP-32 · dsPIC · Embedded C++
Robotics         │ UAV (Hexacopter, Quadrotor, VTOL) · AUV · AGV · Quadrupeds · Humanoid · ROS
Languages        │ Indonesian & Javanese (Native) · English — TOEFL iBT 80 · French — DELF A2
                 │ Mandarin — Business Chinese BCT 1 (2026) · Japanese & Korean (Basic)

🏁 Hackathon & Competition Projects


⚡ Edge AI & Computer Vision


🧠 Generative AI & Agentic Systems


📄 Document AI & Enterprise Architecture


🤖 Robotics & Autonomous Systems


🔬 Scientific CV, Web & Tools


💼 Work Experience

Senior Computer Vision Engineer & CV Team Lead

Sigmawave AI Pte. Ltd. — Singapore | September 2026 – Present | Remote

AI Architect & Technical Lead

V-TEKI | July 2026 – Present | Jakarta, Indonesia (Hybrid)

Technical Mentor - Garuda Hacks 7.0

Garuda Hacks - Garuda Hacks 7.0 | July 2026 | Remote, Indonesia

Facilitator - Google Skills Arcade 2026

Dicoding Indonesia — Google Skills Arcade 2026 | July 2026 – October 2026 | Remote, Indonesia

Google Prompt Engineering Trainer (VILT)

Smartbridge International — Last Mile Indonesia Program | February 2026 – July 2026 | Remote

Lead Trainer for a 30-hour Virtual Instructor-Led Training (VILT) on advanced Prompt Engineering, delivered to developer cohorts across Indonesia’s national ‘Last Mile’ digital upskilling program.

AI Image Data Contributor (Freelance)

SoftAge Information Technology Limited | February 2026 – July 2026 | Remote

Freelance Software & AI Engineer

PostWork AI | October 2025 – July 2026 | Remote

Lead AI Researcher & Robotics Technical Lead

Soegijapranata Catholic University, Semarang | May 2014 – August 2026 | Onsite

Head of Electrical Energy Conversion Laboratory

Soegijapranata Catholic University | August 2014 – March 2018 | Onsite

Research Assistant — Electrical Energy Conversion Laboratory

Bandung Institute of Technology (ITB) | January 2010 – August 2012 | Onsite

Teaching Assistant — Electrical Energy Conversion Laboratory

Soegijapranata Catholic University | August – December 2009 | Onsite

Engineering Intern — Painting Steel Section

PT Astra Honda Motor, Jakarta | August 2007 | Onsite


🎓 Education

Professional Engineer (Ir.)

Institut Teknologi Indonesia, Serpong | April 2024 – October 2024 | GPA: 4.00 / 4.00

Master of Electrical Engineering

Bandung Institute of Technology (ITB), Bandung | January 2010 – August 2012 | GPA: 3.17 / 4.00

Bachelor of Electrical Engineering

Soegijapranata Catholic University, Semarang | August 2005 – December 2009


📜 Certifications


🏆 Achievements & Awards


📚 Selected Publications

Year Title Venue
2025 Advanced Line Follower Robot with Ultrasonic Sensor for Dynamic Obstacle Avoidance and Smartphone-based Control (2nd Author) Jurnal Elektrika USM, Vol. 17 No. 1 · DOI
2024 A Novel Approach of Human Emotional State Estimation System via ML-based Multisensory Datasets Fusion Methods (1st Author) Jurnal Elektrika USM, Vol. 16 No. 2 · DOI
2021 A Novel Room Categorization Approach to Semantic Localization for Domestic Service Robots 21st ICCAS, Jeju, South Korea
2020 Human Emotional State Estimation Evaluation using Heart Rate Variability and Activity Data 4th IEEE IRC 2020
2016 Designing and Implementation of Autonomous Hexarotor / Quadrotor as UAV (2 papers) ICITEE & ICITACEE 2016
2014 Boost Inverter Control (PI + Hysteresis) · Solar PV Battery Charger (dsPIC30F4012) ICITACEE 2014
2011 Maximum Power Point Tracker as Regulated Voltage Supply using Ripple Correlation Control ICEEI 2011, ITB
🎓 Google Scholar: scholar.google.com/citations?user=W_NZMf4AAAAJ 40 citations · h-index 4
📖 Scopus ID: 5326490710 18 citations · h-index 3 · ORCID: orcid.org/0000-0002-5240-0466

🤝 Professional Memberships


💡 What Drives Me

I’m passionate about bridging theory and implementation — taking ideas from algorithm design all the way to hardware realization. I thrive on solving complex bottlenecks in Edge environments, ensuring that AI models don’t just perform well on paper, but execute flawlessly under strict latency and memory constraints in the real world.

Currently building intelligent autonomous systems that eliminate operational friction for real people — from multi-camera vision systems running at the edge, to governed LLM pipelines where the model structures language but deterministic logic makes the call.


📫 Connect with me