Sagar Budhathoki

I'm a AI/ML Enthusiast, Python(Django) Developer, Cloud Engineer

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About Me

Sagar Budhathoki is a professional Python developer & an AI/ML enthusiast from Nepal. He has some experience in AI software development and also in DevOps, Sagar Budhathoki has specialized himself in Django(Python) and currently working as a DevOps.

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Web Development

45%

AI/ML

45%

DevOps

60%

7

Projects completed

5

Cups of coffee

6

Satisfied clients

7

Appreciations

Services

DevOps

Docker, Nginx, Gunicorn, GitLab CI/CD, Jenkins, Various AWS Services, Terraform IaC, Deployment and other serverside configurations

Backend Development

TDD with python-django
Django-REST, PostgreSQL, MongoDB.

AI/ML

Model Development
Web Crawling and Scraping
Deep Learning, GAN
Data Visualization, NVR System (FFMPEG/LIVE555)
NLP/NLU/NLG

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Experiences

2021, Feb - Present

AI software developer(Python)

VolgAI

Chatbot Development from scratch with RASA Stack(NLP)
Model Optimization, pipeline configurations, rasa-x integration.
chatbot frontend development
STT intgration with rasa chatbot.
Docker/docker-compose deployment, supervisord, nginx, postgres, rabbitmq, etc.

2020, Jan - 2020, Oct

AI Research Engineer / Django Developer

IBZ Networks Pvt. Ltd., Balaju

Developed fully functioning ffmpeg/live555 RTSP protocol ("Image process (CCTV, NVR) window app development")
Developed Sensor Operator Server UI with Django ("Black Ice Detection System") as a team project.
UDP Server, MariaDB for sensor database("Black Ice Detection System"), worked on decoding of sensors input data.
Worked on basics of Web Scraping, Model Development, Data Visualization etc.

2019, Feb - 2019, May

Django Intern

At ITDeurali Inc., Pokhara

Worked on backend RESTful API, CORS, CSRF, Token Authentication etc.

2020, Oct - 2021, Jan

AWS AI/ML Interestship(4-months program)

Genese Cloud Academy

Worked on various AWS services: EC2, S3, RedShift, dynamodb, SQLs, Load Balancer, Lambda, etc
Developed weatherbot using Lex
Other services: Rekognition, Polly, Apache MXNet, Pytorch, etc

Freelance/Personal works & experiences

Text-to-Image using Multimodal(CLIP+VQGAN) Architectures
Personal Portfolio with Django-postgres(this website) and various technologies
Web Scraping/Crawling plus automation (Germany-based contract project)
Freelanced as a DRF API developer

2019, Feb - 2019, May

College Major Project

WRC, Pokhara

Developed GAN model to generate plausible image of flowers by giving input as text descriptions of flowers
Generator, Discriminator, text embeddings
Optimizations, Loss calculations, etc.

2018, Jun - 2018, May