Hanes Pratama
@hanespratama
I am an AI engineer specializing in LLMs and multi-agent systems.
What I'm looking for
I am an AI Engineer at PT eBdesk Teknology specializing in LLM engineering, fine-tuning, autonomous agents, and multimodal AI systems. I focus on optimizing models like Qwen with parameter-efficient techniques such as LoRA and distributed training using DeepSpeed and Axolotl.
I build document-extraction pipelines using YOLO with annotation and model training, and create multi-agent data acquisition flows via web crawling and social media scraping. I integrate vector databases (Qdrant, ElasticSearch) with LangChain agents, implement RAG workflows, and leverage knowledge graphs with Memgraph to surface insights.
I develop multimodal capabilities including TTS, text-to-image, and video-mimic generators, and I work with Transformers (Huggingface), PyTorch, TensorFlow, FastAPI, Docker, and Kafka for production deployment. I hold a Bachelor of Informatics (GPA 3.88) and am eager to apply my AI and data-analysis skills to drive innovative, impactful solutions.
Experience
Work history, roles, and key accomplishments
AI Engineer
PT eBdesk Teknologi
Aug 2023 - Present (2 years)
Joined the AI R&D team to develop LLMs, multi-agent systems, and multimodal models; built document extraction pipelines and RAG workflows to improve information retrieval. Fine-tuned and optimized SLMs using parameter-efficient and distributed training techniques for production deployment.
Education
Degrees, certifications, and relevant coursework
Universitas Teknokrat Indonesia
Bachelor of Informatics, Informatics
2019 - 2023
Grade: 3.88
Activities and societies: Secured 3rd place nationally in the ROV (Remotely Operated Underwater Vehicle) University competition in 2020.
Completed a Bachelor of Informatics from August 2019 to May 2023, graduating with a 3.88 GPA.
Availability
Location
Authorized to work in
Job categories
Skills
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