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Open To Work
Gemju Sherpa
AI/ML Engineer
Mernda,VIC
Work Preference
Summary
Experienced AI/ML engineer with a solid foundation in software engineering and a track record of building advanced LLM applications and multi-agent AI systems. Skilled in Python and cloud technologies, with a focus on developing robust machine learning pipelines and computer vision models. Dedicated to delivering AI solutions that provide tangible benefits in practical applications.
Overview
3
3
Certification
Work History
Graduate Developer
Drone That Pty Ltd
Brisbane, QLD
2019 - 2020
- Developed responsive web applications using HTML, CSS, React.js, Node.js, Express.js and JavaScript.
- Maintained website performance and optimized load times for users.
- Implemented SEO best practices to improve website visibility and search engine ranking.
- Participated in code reviews to ensure quality and adherence to standards.
- Documented technical processes and user guides for reference.
Web Developer Intern
Logan City Council
Logan, QLD
2018 - 2018
- Developed property reporting system using JavaScript to streamline data visualization
- Contributed to GIS mapping and urban planning tools to enhance project analysis
- Participated in team meetings to discuss project requirements and timelines.
Education
Master of Information Technology And Systems - Data Science
University of Tasmania
Hobart, TAS07-2023
Bachelor of Information Technology - Software Development
Griffith University
Brisbane, QLD06-2018
Skills
- Python/JavaScript/TypeScript
- FastAPI/Flask
- Nodejs/Reactjs/Expressjs
- SQL/NoSql
- TensorFlow/Pytorch
- Deep Learning
- Natural Language Processing
- Computer Vision
- Reinforcement Learning
- LLMs/RAG/Agentic AI
- LangChain/LangGraph
- Multi-Agent Systems
- AWS/GCP/Azure
- Docker/GitHub Actions/CI/CD
Projects and Publications
- An LLM-enhanced Agent-based Simulation Tool for Information Propagation (Yuxuan, 2024), Built LLM-powered agent simulation system for information diffusion in social media. Developed interactive visualisation platform for network and seed dispersion graph; Keywords: Python, LLM, Agent-Based Modelling, Graph, OpenAI; Publication URL: https://doi.org/10.24963/ijcai.2024/1007
- Multi-Agent UAV Search & Rescue system, Developed deep reinforcement learning algorithms for UAVs coordination systems for search and rescue. Multi-agent decision-making simulation; Keywords: Python, Deep Reinforcement Learning, ML, AI, Multi-Agent Systems
- Chicken Disease Detection System, CNN-based image classification model using TensorFlow. Built full ML pipeline from data to evaluation.
- Student Performance Prediction, Regression-based ML pipeline using XGBoost and Scikit-learn.
Certification
- Google Cloud Professional Machine Learning Engineer
- Google Cloud Big Data and Machine Learning Fundamentals
- Microsoft Certified: Azure AI Engineer Associate
- IBM RAG and Agentic AI Certification
- Australian Computer Society-accredited Data Science Professionals
Timeline
Graduate Developer
Drone That Pty Ltd
2019 - 2020
Web Developer Intern
Logan City Council
2018 - 2018
Master of Information Technology And Systems - Data Science
University of Tasmania
Bachelor of Information Technology - Software Development
Griffith University