I am a Software Engineer and technology entrepreneur building AI-powered enterprise systems at the intersection of computer vision, microservices architecture, and full-stack product engineering. Based in Indonesia, I lead engineering at PT Verolux Optima Teknologi — developing a production-grade multi-camera CCTV analytics platform — while simultaneously serving as CEO & Founder of PT Codingrame Tech Solutions, delivering high-value software consultancy for enterprise clients.
My work spans the full engineering lifecycle: from low-level AI pipeline design (object detection, cross-camera Re-ID, semantic search) through backend microservices in Go, to polished product frontends in Vue 3 and Flutter. I approach every system with a product engineering mindset — prioritizing observability, scalability, and maintainability alongside feature delivery.
I have hands-on experience integrating real-time video streams, designing distributed event-driven architectures with RabbitMQ, deploying containerized services on cloud infrastructure (GCP, Enterprise Cloud), and building annotation/active-learning tooling for computer vision workflows.
Open To:
Senior Software Engineer Roles · AI/ML Engineering Contracts · Technical Consulting · Open Source Collaboration · Remote Enterprise Projects
| Domain | Proficiency | Details |
|---|---|---|
| Object Detection | ██████████ Expert | YOLOv8, real-time multi-camera inference, custom training pipelines |
| Multi-Object Tracking | █████████░ Advanced | ByteTrack intra-camera tracking, temporal association |
| Cross-Camera Re-ID | ████████░░ Advanced | CLIP-ReID (primary), OSNet / TransReID (fallback), gallery embedding |
| Computer Vision Pipelines | ██████████ Expert | RTSP ingestion via MediaMTX, NVR integration (Hikvision, Tiandy) |
| Semantic Search | ████████░░ Advanced | pgvector embeddings, cosine similarity retrieval |
| Large Language Models | ███████░░░ Proficient | vLLM deployment, Qwen inference, WSL2/GPU optimization |
| Active Learning | ███████░░░ Proficient | Multi-bounding-box annotation UI (React/Canvas), label management |
| Anomaly Detection | ████████░░ Advanced | Zone violation, unauthorized overtime, behavioral rule engines |
Computer Vision · Real-Time Multi-Camera Analytics System
Designed and delivered a production computer vision platform for enterprise security operations. The system ingests live RTSP streams from distributed camera networks, runs real-time object detection and tracking, and enables semantic search across thousands of hours of recorded footage — all without human-in-the-loop review for routine events.
| Attribute | Detail |
|---|---|
| Stack | Python · FastAPI · YOLOv8 · ByteTrack · CLIP-ReID · pgvector · Vue 3 · PostgreSQL · RabbitMQ |
| Scale | 10+ simultaneous RTSP camera channels · multi-vendor NVR integration |
| Performance | Real-time inference · sub-second event detection · MediaMTX stream relay |
| Security | Zone violation detection · behavioral rule engine · unauthorized activity alerts |
| Impact | Production-grade surveillance intelligence · Active Learning pipeline for continuous model improvement |
| Repository |  |
Enterprise Platform · Distributed Security Resource Management
Architected and built a large-scale Security Resource Management platform from the ground up, unifying personnel management, incident reporting, patrol scheduling, and compliance workflows across web and mobile clients — deployed at high availability across geographically distributed cloud nodes.
| Attribute | Detail |
|---|---|
| Stack | Go (Microservices) · Vue 3 · Quasar · Flutter · PostgreSQL · RabbitMQ · Jaeger · Docker |
| Scale | 13 operational modules · primary + disaster-recovery cloud nodes |
| Performance | Distributed tracing via Jaeger · async event processing via RabbitMQ |
| Security | JWT auth service · API gateway · role-based access control |
| Impact | End-to-end delivery across web dashboard, mobile client, and full enterprise documentation suite |
| Repository |  |
Internal Tooling · Enterprise QA Checklist Platform
Built a browser-based quality assurance platform for validating large-scale enterprise software releases across multiple functional modules. Designed to support UAT cycles and regression testing without requiring backend infrastructure — enabling deployment in constrained or air-gapped environments.
| Attribute | Detail |
|---|---|
| Stack | Vanilla JS · HTML5 · CSS3 · Embedded JSON database · CSV export |
| Scale | 15 QA modules · stateless browser-based deployment |
| Performance | Zero backend dependency · instant load · offline-capable |
| Security | Client-side state only · no data exfiltration surface |
| Impact | Accelerated UAT cycles · enabled non-technical stakeholder participation |
| Repository |  |
Capabilities demonstrated: Lightweight embedded-data architecture · dark theme UI design · checklist state persistence · CSV audit trail export · zero-dependency browser deployment.
AI Analytics · Payroll Anomaly Detection & Nudge Engine
Delivered an automated payroll anomaly detection service for an enterprise HR team, replacing a slow and error-prone manual audit process. The system applies configurable scoring thresholds to flag irregularities and routes targeted nudge notifications through the client's existing HR communication channels.
| Attribute | Detail |
|---|---|
| Stack | Python · FastAPI · PostgreSQL · Docker |
| Scale | Enterprise HR dataset · 14-day delivery sprint |
| Performance | Automated anomaly scoring · rule-based nudge generation |
| Security | Role-scoped data access · privacy-compliant data handling |
| Impact | Reduced manual audit effort · improved HR response latency · full technical specification delivered |
| Repository |  |
Capabilities demonstrated: Anomaly detection algorithm design · configurable rule engine · FastAPI service architecture · PostgreSQL data pipelines · Docker deployment · technical specification documentation · rapid sprint delivery.
CEO & Founder PT Codingrame Tech Solutions · Present
Leading an independent software consultancy delivering enterprise-grade AI, full-stack, and IoT solutions. Driving client acquisition, technical architecture, and end-to-end project delivery across web, mobile, and AI domains. Registered under five KBLI codes spanning general programming, AI, IoT consulting, computer consulting, and IT education.
Go Python Vue 3 Flutter FastAPI PostgreSQL Docker Enterprise Consulting AI Engineering Technical Leadership
AI-Augmented Full Stack Developer Strata52 · Contract · Mar 2026 – Present · Florida, United States (Remote)
Delivering AI-augmented full stack development on contract for a US-based client, building modern web systems with integrated AI capabilities. Operating fully remote across international time zones as part of PT Codingrame's enterprise client engagements.
- Develop and maintain full stack web applications with AI-augmented workflows
- Integrate LLM-powered features into production product surfaces
- Collaborate asynchronously with US-based team across distributed sprint cycles
- Apply modern frontend and backend patterns with AI tooling at the core of the development process
Full Stack Development AI Integration Remote Collaboration Vue 3 Python API Design LLM Tooling
Software Engineer — AI/CV Platform PT Verolux Optima Teknologi · Full-time · Present
Lead engineer on an AI-powered multi-camera CCTV analytics platform serving enterprise security clients. Responsible for the full engineering lifecycle from computer vision pipeline design through microservices backend, cloud deployment, and client-facing product delivery.
- Designed and implemented real-time RTSP stream ingestion pipeline supporting 10+ concurrent channels via MediaMTX
- Built cross-camera person Re-ID system using CLIP-ReID embeddings with OSNet/TransReID fallback and ByteTrack intra-camera tracking
- Developed active learning annotation module (React/Canvas) for continuous YOLOv8 model improvement
- Implemented semantic event search using pgvector with cosine similarity retrieval
- Architected Go microservices system with dedicated API gateway, auth service, RabbitMQ messaging, and Jaeger distributed tracing
- Managed cloud infrastructure sizing and deployment on Enterprise Cloud Infrastructure (West Java + Banten DR)
YOLOv8 ByteTrack CLIP-ReID pgvector Go FastAPI Vue 3 Flutter Docker RabbitMQ Jaeger GCP PostgreSQL
Software Engineer HashMicro · Previous
Contributed to enterprise ERP and business automation software development, gaining depth in large-scale product engineering, database design, and client-centric software delivery.
Full Stack Development ERP Systems Database Design Enterprise Software
Software Engineer H. Ikeuchi & Co. · Japan · Previous
Delivered software engineering work in a Japanese enterprise environment, building cross-cultural technical collaboration skills and exposure to high-precision software standards.
Software Engineering International Collaboration Enterprise Standards
| Recognition | Details |
|---|---|
| 🏗️ Enterprise Platform Delivery | Led end-to-end delivery of a 13-module Security Resource Management platform with full cloud infrastructure |
| 🤖 Production AI Deployment | Deployed real-time computer vision pipeline on live 10-channel NVR in enterprise environment |
| 🏢 Company Founder | Established PT Codingrame Tech Solutions with full OSS/KBLI, NPWP, and Coretax registration |
| 🔬 Cross-Camera Re-ID | Implemented production cross-camera person tracking with CLIP-ReID across distributed camera network |
| 📦 Pull Shark | GitHub achievement — consistent pull request contribution and review culture |
| 🎯 YOLO | GitHub achievement — shipped production code with confidence |
| 🤝 Pair Extraordinaire | GitHub achievement — collaborative code review and co-authorship |
Oracle
NPTEL
Cisco
Dicoding
learning:
- Advanced Go concurrency patterns and service mesh architecture
- MLOps pipelines: model versioning, A/B evaluation, drift detection
- Distributed tracing and observability with OpenTelemetry
building:
- Production cross-camera Re-ID pipeline with CLIP-ReID embedding gallery
- Go microservices platform deployment across primary and DR cloud nodes
- PT Codingrame Tech Solutions: enterprise client portfolio and web presence
exploring:
- Edge inference optimization for on-device YOLO models
- Vector database scaling strategies with pgvector
- Syariah-compliant investment automation tooling
open_to:
- Senior Software Engineer (Remote / Hybrid)
- AI/Computer Vision Engineering Contracts
- Enterprise Full Stack Consulting Engagements
- Technical Advisory for AI product startups
"The best systems are not those built fastest, but those built to last — observable, resilient, and worthy of trust."