Aaditya Chapagain
Machine Learning Developer
Wollongong,NSW
Summary
Machine Learning Engineer skilled in Natural Language Processing with 3 years of experience creating machine learning models and retraining systems and transforming data science prototypes to production-grade solutions. Consistently employs statistical methods and designs to yield real gains from model changes. Analytical, client-focused, detail-oriented, problem-solving professional with strong technical skills and the ability to grasp the concept very quickly.
Overview
3
3
years of professional experience
7
7
years of post-secondary education
Work History
Machine Learning Engineer
Fusemachines
Kathmandu, Nepal
04.2019 - 05.2022
- Develop and optimize state-of-the-art DeepLearning algorithms
- Develop NLP solutions and overall system architecture for Chatbots, intent and Entity classification , Recommendation system, Semantic text search and token classification.
- Research complex technical problems and recommend solutions, technologies, and tools, best practices including newly emerging concepts
- Collect data using sophisticated tools like google dataflow, Big Query, Mechanical Turk.
- End to End Training pipeline of Deep Megatron NLP Modals.
- Engineering team lead.
- Requirement Elicitation, Documentation and Testing
ML Engineer Intern
LEAPFROG NEPAL
Kathmandu, Nepal
01.2019 - 02.2019
- Learn and document concepts of Machine Learning
- Read ML papers and Implement State of the art algorithms
- Built a face recognition app
- Built food calories estimation project using Segmentation
Education
Master of Science - COMPUTER SCIENCE, MACHINE LEARNING
University of Wollongong
Wollongong, NSW 04.2022 - Current
Bachelor of Engineering - Electronics And Communications Engineering
Tribhuvan University
Kathmandu, Nepal 06.2014 - 12.2018
INTERMEDIATES OF SCIENCE - Biology, Physics, Math
Awasiya Mahavidyalaya
Bhaktapur, Nepal 01.2012 - 01.2014
Skills
JS, Python, HTML, CSS, Golang, AJAX, reactjs, Flask, Docker, rust
Google Drive API, Selenium, Js, Regular Expression, JSONNLP, Transformers, HuggingFace, PyTorch, Keras, FastAI
MySQL , MongoDB, BigQueryAWS : EC2, S3 bucket, datapipeline, lambda, EKS
GCP: Load Balancer, GCS, dataflow, Cloud Build, BigQuery, ETLCertified Tensorflow DeveloperAdditional Information
- [TensorFlow Developer Certificate] https://www.credential.net/8b27ce74-5170-45a3-a5c5-91e5d8b5940b
- [Improving Deep Learning Neural Network] https://www.coursera.org/account/accomplishments/certificate/ KEZSPFB
- [Sequence Model] https://www.coursera.org/account/accomplishments/certificate/AQR9YUCS4QPE
- [ Natural Language Processing with Probabilistic Models ]https://www.coursera.org/account/accomplishments/certificate /93Q9C9DEKG5C
- [ Natural Language Processing with Classification and Vector Spaces ]https://www.coursera.org/account/accomplishments/certificate /M69JGBDMTMWR
Work Availability
monday
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Timeline
Master of Science - COMPUTER SCIENCE, MACHINE LEARNING
University of Wollongong
04.2022 - Current
Machine Learning Engineer
Fusemachines
04.2019 - 05.2022
ML Engineer Intern
LEAPFROG NEPAL
01.2019 - 02.2019
Bachelor of Engineering - Electronics And Communications Engineering
Tribhuvan University
06.2014 - 12.2018
INTERMEDIATES OF SCIENCE - Biology, Physics, Math
Awasiya Mahavidyalaya
01.2012 - 01.2014