Muhammad Mukhlis
Machine Learning Engineer at Kourai
Special capital Region of Jakarta, Indonesia
Summary
👤
Senior🎓
Top SchoolMuhammad Mukhlis is a Machine Learning Engineer with 9 years of experience building production-ready computer vision and robotics systems across startups and enterprise teams. He designs scalable data pipelines and optimized inference stacks—using tools like Ray, Triton, ONNX, and TensorRT—to process thousands of videos daily while keeping latency low. His background spans end-to-end MLOps, from dataset engineering (MCAP, Deep Lake) and Lightning training workflows to deployment demos on Hugging Face and Gradio. He has led R&D on multi-task 3D occupancy and detection models and adapted NVIDIA VPI/CUDA to offload compute in thermal camera pipelines. Comfortable bridging research and production, he emphasizes maintainable, reproducible ML systems and has a track record of turning PoCs into demonstrable public artifacts. Based in Jakarta, he combines robotics-first intuition from ROS projects with modern deep learning and model optimization expertise.
9 years of coding experience
6 years of employment as a software developer
Gelar Sarjana, Electrical and Electronics Engineering, Gelar Sarjana, Electrical and Electronics Engineering at Universitas Gadjah Mada (UGM)
Stackoverflow
1reputation
0reached
0answers
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Github Skills (136)
yolov410
python10
datasets10
deep-learning10
data-cleaning10
efficientnet10
nvidia-docker10
darknet10
ai10
object-detection10
computer-vision10
active-learning10
lightning10
artificial-intelligence10
tensorrt10
Programming languages (6)
Github contributions (5)
KalbeDigitalLab/AI-Vision-Lightning-Pipeline
May 2023 - Nov 2023
[EXPERIMENTAL] Training pipeline for training AI models in healthcare domains
Contributions:16 reviews, 11 PRs, 17 pushes in 6 months
haritsahm/pytorch-DMANet
Mar 2022 - Feb 2023
Deep Multi-Branch Aggregation Network for Semantic Segmentation in PyTorch
Contributions:44 commits, 25 PRs, 24 pushes in 10 months
pytorchsemantic-segmentationaggregationdeep-learningsemantic
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