I build AI systems that think, act, and ship.
Applied AI Engineer with 3 years of experience building agentic AI systems, advanced RAG pipelines, and computer vision solutions for enterprise use cases. I translate complex business problems into production-ready deployments.
With a background in Mechatronics and Artificial Intelligence, I focus on the engineering side of AI. I don't just train models. I optimize and package them to solve tangible problems, whether that means deploying high-speed inference on constrained edge hardware, or building autonomous multi-agent pipelines for enterprise finance.
What excites me is building AI systems that actually work in production. I prefer reliability over hype, and that shapes how I approach every project.
My work spans research (an IEEE paper and a 259-page ML book) and production systems for major Indonesian banks, RegTech.ID, Stechoq and Braincore.
Want to see how I approach these challenges? Check out my signature projects or read my latest thinking.
Production-grade AI systems solving real enterprise challenges.
Leading Indonesian Bank
Engineered an Agentic AI system powered by Advanced RAG, with data orchestration pipelines transforming high-noise unstructured data into structured, LLM-ready datasets. Agents execute multi-step reasoning and tool calls to securely query proprietary data.
Stechoq Robotika
Built YOLOv11-based CCTV analytics for workspace occupancy tracking. Optimized with TensorRT for 3× inference speed and 40% GPU memory reduction. Deployed automatic attendance for 50+ staff, reducing manual errors by 85%.
3× inference speed via TensorRT
RegTech.ID
Developed a LangChain-powered comparison engine for complex legal texts, achieving 95% accuracy. Built automated web scraping for real-time government data, improving acquisition speed by 300%. Integrated voice and image recognition features.
95% accuracy on legal text comparison
Live apps I designed, built and operate end to end under Looma, from data model and agents to deploy and evals.
Period and cycle tracker with an agentic AI coach.
Expense tracker you talk to: chat, receipt photo or voice.
AI nutrition coach: log meals by chat or photo, targets that adjust themselves.
Professional journey and impact.
Simplify Consulting Indonesia
(Enterprise AI & Digital Transformation for Major Banking Institutions)
Allure Industries
Braincore.id
Technologies and tools I use to build AI systems.
Leading initiatives and mentoring next-gen talent through community and education.
April 2024 – Present
Guided 25+ capstone teams (~100 mentees) across Machine Learning, Data Engineering, and AI Engineering tracks.
Bangkit Academy
Coding Camp
DBS Foundation
Pijak
IBM SkillsBuild
Asah
Dicoding
Google Developer Student Club (GDSC UPI)
September 2023 – June 2024
Academic contributions, research work, and educational background.
Research focus: Applied AI in Healthcare, NLP, and Educational Technology
Developed a virtual assistant using GPT-4o-mini and LangChain for automated comparative analysis of English journal articles with Indonesian contextual summaries. Bridges language barriers for Indonesian academics.
Universitas Pendidikan Indonesia
2021 – 2025
3.79 / 4.00 (Cum Laude)
Interested in AI systems, technical leadership, and solving complex problems.
© 2026 Nurhikam. All rights reserved.