Résumé
The short version. The long version, with the reasoning behind each decision, is on the learnings page.
Aaditya Chapagain
Tech Lead, AI Team · Senior AI/ML Engineer
Machine learning and data engineer with over seven years building and deploying models and AI systems in production. Currently Tech Lead of the AI team at Accelo, owning an agentic platform on LangGraph and AWS Bedrock, the MCP service behind it, and the observability and evaluation that keep it honest.
Comfortable across the whole path — data pipelines and warehousing, model training and serving, the infrastructure underneath, and the product surface on top — with the leadership and communication to take a team through it.
Experience
Senior AI/ML Engineer → Tech Lead, AI Team - Accelo
Aug 2025 - Current
Wollongong, NSW, Australia
Senior Machine Learning and Data Consultant - CloudShuttle
Jan 2023 - Aug 2025
Sydney, NSW, Australia
Software Engineer - WebTec Solutions
July 2022 - Jan 2023
Australia
Machine Learning Engineer - Fusemachines Nepal
April 2019 - July 2022
Kathmandu, Nepal
ML Intern - Leapfrog Technology
Jan 2019 - March 2019
Kathmandu, Nepal
Skills
- Python Machine Learning tools: Keras, Pytorch, JIT, HuggingFace, Pandas, Scikit-Learn, Spacy
- Backend Technologies: FastAPI, Django, Golang
- Frontend Technologies: Nextjs, React, tailwindcss, Js
- Deep Learning Domain: Natural Language Processing, Computer Vision, Semi-Supervised Learning
- Databases: MySQL, Bigquery, DynamoDB, MongoDB, Postgres
- Devops Technologies: Docker, Github actions, terraform, aws-cdk
- Hobbyist technologies: Rustlang, Golang, DeepLearning
- Others: Jira, Git, Github
Education
Master of Computer Science: Machine Learning and Big Data
University of Wollongong
July 2022 - July 2024
Wollongong, NSW, Australia
Bachelors of Electronics and Communication Engineering
Tribhuvan University Nepal
June 2014 - December 2018
Kathmandu, Nepal
Intermediates of Science (Biology Major)
Sainik Awasiya Mahavidyalaya, Bhaktapur, Nepal
2012 - 2014
Bhaktapur, Nepal
Certifications
Natural Language Processing
Machine Learning and Deep Learning
Databricks Certified Data Engineer Associate
TensorFlow Developer Certificate
AADITYA CHAPAGAIN
Machine Learning Engineer | Full Stack Developer
Computer Science Student @ University of Wollongong
Machine Learning Engineer skilled in Natural Language Processing with 8 years of experience prototyping intelligent machine learning platforms and transforming startup ideas into production solutions. Analytical, client-focused, detail-oriented professional with strong technical abilities and quick concept comprehension.
EXPERIENCE
Senior AI/ML Engineer → Tech Lead, AI Team - Accelo
Aug 2025 - Current
Wollongong, NSW, Australia
Senior Machine Learning and Data Consultant - CloudShuttle
Jan 2023 - Aug 2025
Sydney, NSW, Australia
Software Engineer - WebTec Solutions
July 2022 - Jan 2023
Australia
Machine Learning Engineer - Fusemachines Nepal
April 2019 - July 2022
Kathmandu, Nepal
ML Intern - Leapfrog Technology
Jan 2019 - March 2019
Kathmandu, Nepal
EDUCATION
Master of Computer Science: Machine Learning and Big Data
July 2022 - July 2024
University of Wollongong
Wollongong, NSW, Australia
Bachelors of Electronics and Communication Engineering
June 2014 - December 2018
Tribhuvan University Nepal
Kathmandu, Nepal
Intermediates of Science (Biology Major)
2012 - 2014
Sainik Awasiya Mahavidyalaya, Bhaktapur, Nepal
Bhaktapur, Nepal
SKILLS
- Python Machine Learning tools: Keras, Pytorch, JIT, HuggingFace, Pandas, Scikit-Learn, Spacy
- Backend Technologies: FastAPI, Django, Golang
- Frontend Technologies: Nextjs, React, tailwindcss, Js
- Deep Learning Domain: Natural Language Processing, Computer Vision, Semi-Supervised Learning
- Databases: MySQL, Bigquery, DynamoDB, MongoDB, Postgres
- Devops Technologies: Docker, Github actions, terraform, aws-cdk
- Hobbyist technologies: Rustlang, Golang, DeepLearning
- Others: Jira, Git, Github
CERTIFICATIONS
Natural Language Processing
Machine Learning and Deep Learning
Databricks Certified Data Engineer Associate
TensorFlow Developer Certificate