Prasant Poudel
Machine Learning Engineer at Eigyo Mfg Co. Ltd.
Osaka, Japan
Summary
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Rockstar🎓
Top SchoolPrasant Poudel is a Machine Learning Engineer based in Osaka with five years of hands-on experience building and deploying ML solutions across industry and startup settings. He combines strong fundamentals in ANN/CNN, transfer learning and ViT transformers with practical MLOps skills using DVC, MLflow, GitHub Actions and Docker to move models from research to production on AWS and Elastic Beanstalk. Comfortable across the stack, he pairs Python ML frameworks (PyTorch, Keras, scikit-learn) with web serving via FastAPI/Flask and visualization in Tableau/PowerBI to deliver end-to-end projects. His background includes rapid internship-to-hire progression and recent roles at Wiseyak and Eigyo Mfg, reflecting an ability to adapt quickly to product-driven environments. Notably, he blends traditional RDBMS and NoSQL experience (MySQL, PostgreSQL, MongoDB) with deployment automation, enabling reproducible pipelines and scalable inference. Eager to keep pushing state-of-the-art models into production, he brings both research curiosity and a pragmatic focus on operational reliability.
5 years of coding experience
1 year of employment as a software developer
Bachelor of Engineering - BE, Computer Science, 8.8, Bachelor of Engineering - BE, Computer Science, 8.8 at Visvesvaraya Technological University
Stackoverflow
1reputation
0reached
1answer
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Github Skills (51)
textinput10
llm9
graph9
gpt9
retrieval-augmented-generation9
language-model8
chatbot8
reverse-engineering8
openai-api8
chatgpt-api8
scraper7
beautifulsoup7
crawler6
streamlit6
openai6
Programming languages (5)
Github contributions (5)
prasantpoudel/graphrag
Aug 2024 - Apr 2026
A modular graph-based Retrieval-Augmented Generation (RAG) system
Contributions:3 pushes, 2 branches in 1 year 8 months
prasantpoudel/dsa_with_python
Oct 2022 - Oct 2022
Contributions:31 PRs, 30 pushes, 1 branch in 14 days
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