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Samir Khadka

@samirkhadka1

Computer science graduate building PyTorch medical image segmentation and DistilBERT MLOps projects; seeking a research-oriented master's programme.

Nepal

Message

What I'm looking for

I'm seeking a research-oriented master's programme for the 2027 intake, with research interests in AI, cybersecurity, cloud computing, and data science.

My active-learning framework for medical image segmentation uses PyTorch and is designed for modularity and reproducibility. I also developed an end-to-end MLOps news sentiment pipeline with a fine-tuned DistilBERT classifier, FastAPI serving, Prefect orchestration, and drift monitoring.

For my bachelor's major project, I built the Live Cricket Scoreboard, a real-time platform for local tournaments that replaced paper-based scoring and won a Best Project award. My projects also include a grocery e-commerce app with secure REST APIs, while my DevOps & Cloud Training at AMCNSS has given me hands-on experience with Docker, Kubernetes, Terraform, and AWS.

Experience

Work history, roles, and key accomplishments

Current

DevOps & Cloud Training

Current

AMCNSS

Aug 2025 - Present (1 year 2 months)

Hands-on training in Linux administration, Git, Jenkins CI pipelines, Docker, Kubernetes, Terraform, and AWS.

Linux Git Jenkins Docker Kubernetes Terraform AWS

Volunteer Coding Instructor

Local School

Taught Python fundamentals to school students and designed beginner-friendly lessons and exercises. Mentored 10+ junior students in programming.

Python Teaching Mentorship

Education

Degrees, certifications, and relevant coursework

AMCNSS

Training, DevOps and Cloud

2025 -

Ongoing DevOps and Cloud training covering Linux administration, Git, Jenkins CI, Docker, Kubernetes, Terraform, and AWS.

Shreeyantra College, Tribhuvan University

Bachelor of Science, Computer Science and Information Technology

2022 - 2026

Grade: 79.07%

Activities and societies: Merit scholarship recipient for academic excellence.

BSc in Computer Science and Information Technology from Shreeyantra College, Tribhuvan University, with a percentage of 79.07% and relevant coursework in AI, Cryptography, Data Mining, Cloud Computing, and Theory of Computation.