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Jasman User

@jasman_jasman

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AI & Machine Learning Engineer building production-ready NLP, LLM, and RAG solutions that cut manual work.

Indonesia

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What I'm looking for

I seek roles building production AI systems (NLP/LLMs/RAG) with strong MLOps, collaborative cross-functional teams, and measurable business impact.

I am an AI Engineer and Machine Learning practitioner with hands-on experience designing, building, and deploying NLP, LLM, and RAG systems for production. I develop end-to-end AI features for web applications, implement MLOps practices, and optimize models to improve real-world outcomes—delivering solutions that reduce manual workload by up to 70%.

My background includes building modular ingestion and inference pipelines, containerized deployments, CI/CD automation, and analytics dashboards for manufacturing and hardware testing. I collaborate with cross-functional teams to translate business needs into robust AI systems, and I emphasize interpretability, reliability, and measurable impact in all projects.

Experience

Work history, roles, and key accomplishments

Current

Process Engineer — Data & Automation

Current

EverProX Technology

Apr 2025 - Present (11 months)

Developed Streamlit AI/analytics dashboards and automated data acquisition workflows, reducing decision-making time by 40% and processing time from 3 hours to 5 minutes for factory datasets.

Python Streamlit Anomaly Detection Excel Macros Root Cause Analysis ISO 9001 MLOps CI CD

Hardware Research Engineer

LG Electronics R&D

May 2022 - Apr 2025 (2 years 11 months)

Automated TV hardware testing and built diagnostic systems that reduced manual monitoring workload by 70% and generated structured datasets for defect detection and ML experimentation.

Python Test Automation Anomaly Detection Statistical Analysis Root Cause Analysis SMT PCBA Evaluation Data Driven QA