AI Systems & Automation
End-to-end AI integrations spanning model APIs, RAG, embeddings, speech workflows and secure automation.
- What's included
- LLM & multimodal integrations
- RAG & vector search
- Workflow automation
Software Engineer · Building scalable products
About
Who I Am
I'm a Biomedical Engineering graduate, Cum Laude, with practical experience in full-stack AI development and medical-image analysis. I enjoy building end-to-end systems that connect models, data, APIs and interfaces into something people can use.
My work has included AI meeting intelligence, medical-image segmentation, social-data pipelines, secure automation, IoT prototypes and interactive 3D systems. My long-term interest is applying software engineering to healthcare and computational neuroscience.
3.64
GPA / 4.00
Cum Laude
Biomedical Engineering
1
IEEE / ICEEIE publication
AI + Full-stack
End-to-end product focus
My Toolkit
Services · 04
ScrollStack
End-to-end AI integrations spanning model APIs, RAG, embeddings, speech workflows and secure automation.
Computer-vision workflows informed by a Biomedical Engineering background and practical medical-image research.
Web products that connect AI models, APIs, databases and real-time communication from interface to deployment.
Experiments and products spanning browser 3D, shaders, IoT devices, sensors and interactive interfaces.
Have a different idea?
Send me a brief and I'll reply within 24 hours with a realistic plan, timeline and price.
Selected Work · 01
ScrollPinned
01 / 01 · AI Product · Business Automation
A conversational AI product that connects customer conversations with business context and the workflows that need to happen next.
Experience
Engineered an AI-powered Minutes of Meeting web application with voice-to-text and AI-generated meeting summaries.
Developed a real-time web conferencing system with integrated audio processing.
Built data extraction, cleaning and preprocessing pipelines for unstructured social-media data.
Created an interactive web dashboard to explore and analyse collected social-media metadata.
Developed a medical-image segmentation model to isolate the mandible in dental panoramic X-rays.
Implemented U-Net with a pre-trained ResNet34 encoder using PyTorch and segmentation-models-pytorch.
Built an OpenCV preprocessing pipeline, custom PyTorch DataLoaders and Dice-score evaluation workflow.
Supported HSE activities on the KBPU replacement and duplication project for Callender Hamilton Bridge Jurug Surakarta.
Helped oversee compliance with applicable health, safety and environment standards.
Credentials
DeepLearning.AI · Stanford University · Apr 2024
Completed as part of my focused machine-learning training in 2024.
DeepLearning.AI · May 2024
Completed specialization listed in my professional CV.
DeepLearning.AI · Apr 2024
Completed specialization focused on practical TensorFlow development.
DeepLearning.AI · Stanford University · Apr 2024
Completed as part of my focused machine-learning training in 2024.
DeepLearning.AI · May 2024
Completed specialization listed in my professional CV.
DeepLearning.AI · Apr 2024
Completed specialization focused on practical TensorFlow development.
DeepLearning.AI · Stanford University · Apr 2024
Completed as part of my focused machine-learning training in 2024.
DeepLearning.AI · May 2024
Completed specialization listed in my professional CV.
DeepLearning.AI · Apr 2024
Completed specialization focused on practical TensorFlow development.
DeepLearning.AI · Stanford University · Apr 2024
Completed as part of my focused machine-learning training in 2024.
DeepLearning.AI · May 2024
Completed specialization listed in my professional CV.
DeepLearning.AI · Apr 2024
Completed specialization focused on practical TensorFlow development.
DeepLearning.AI · May 2024
Completed specialization covering TensorFlow data and deployment workflows.
DeepLearning.AI · May 2024
Completed advanced TensorFlow specialization listed in my CV.
Google · Coursera · May 2024
Completed the Google IT Automation with Python Professional Certificate.
DeepLearning.AI · May 2024
Completed specialization covering TensorFlow data and deployment workflows.
DeepLearning.AI · May 2024
Completed advanced TensorFlow specialization listed in my CV.
Google · Coursera · May 2024
Completed the Google IT Automation with Python Professional Certificate.
DeepLearning.AI · May 2024
Completed specialization covering TensorFlow data and deployment workflows.
DeepLearning.AI · May 2024
Completed advanced TensorFlow specialization listed in my CV.
Google · Coursera · May 2024
Completed the Google IT Automation with Python Professional Certificate.
DeepLearning.AI · May 2024
Completed specialization covering TensorFlow data and deployment workflows.
DeepLearning.AI · May 2024
Completed advanced TensorFlow specialization listed in my CV.
Google · Coursera · May 2024
Completed the Google IT Automation with Python Professional Certificate.
Let's Talk
Whether you're launching something new, scaling what you have, or rescuing a stuck project, drop me a line and I'll get back within 24 hours.
awan.maraikoh@gmail.com
Based In
Surakarta, Indonesia · Open to remote work worldwide
Response Time
Usually within 24 hours
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