PPprasis poudel
@prasispoudel
AI engineer and software developer building practical ML and NLP-driven systems.
NepalWhat I'm looking for
I am an AI engineer and software developer with strong expertise in Python, Java (Spring Boot), machine learning and NLP, backed by a Master’s in Software Engineering (CGPA 3.981/4.0) and First-Class Honours in Computing. My Master’s thesis developed a context-aware requirements prioritization system using RoBERTa-based NLP, XGBoost regression, Bayesian optimization, and a FastAPI–React stack, demonstrating strong alignment with expert validation across domains.
I have hands-on experience building RESTful APIs with Spring Boot, front-end work with AngularJS, and mobile apps in Android/Java. I am passionate about AI-driven workflow automation, LLM integration and prompt engineering using tools such as OpenAI APIs, Zapier, and n8n, and I seek to apply and expand my skills designing scalable, practical AI applications.
Experience
Work history, roles, and key accomplishments
UMMSc Researcher
Universiti Putra Malaysia
Mar 2024 - Present (1 year 7 months)
Designed and developed a RoBERTa-based, FastAPI–ReactJS context-aware requirements prioritization system using XGBoost regression and Bayesian optimization, achieving strong alignment with expert rankings across domains.
Java Intern
UTech IT Professionals Pvt. Ltd.
Dec 2020 - Apr 2021 (4 months)
Developed RESTful backend APIs using Spring Boot and contributed to AngularJS front-end development within an Agile team, improving API delivery and integration across services.
Education
Degrees, certifications, and relevant coursework
UMUniversiti Putra Malaysia
Master of Software Engineering, Software Engineering
2024 -
Grade: 3.981/4.0
Master of Software Engineering program with a final CGPA of 3.981/4.0; thesis on context-aware requirement prioritization using RoBERTa, XGBoost, and FastAPI–ReactJS stack.
LKLondon Metropolitan University (via Islington College, Kathmandu)
Bachelor of Science, Computing
2018 - 2021
Grade: First Class Honours (79.44%)
Bachelor of Science in Computing, graduated with First Class Honours (classification average 79.44%).
Cambridge Assessment International Education (GCE A-Levels)
GCE A-Levels, Pre-university Science
2015 - 2017
Completed GCE A-Level studies with subjects including Physics, Chemistry, Biology, and Mathematics.
Pathshala Nepal Foundation (SLC)
SLC (Secondary Level Certification), Secondary Education
2015 - 2015
Grade: 80.5%
Completed Grade 10 (SLC) with a percentage score of 80.5%.
Tech stack
Software and tools used professionally
Availability
Location
NepalAuthorized to work in
Job categories
Skills
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