Personal Portfolio
Nimesh Gautam
I'm a full-stack developer, always a student, specializing in HTML, CSS, Javascript, Typescript, React, Next, Astro Js. I am familiar with Pytorch, Data Analytics, Python, etc.
About me
I'm an educator, a student, a developer,a Civil Engineer specializing in HTML, CSS, Javascript, Typescript, React, Next, Pytorch, Data Analytics, Python, etc.
Currently, I'm founder of Neural Nepal, a tech and IT company, making a career switch from Civil Engineering to Computer Science, etc.
If you're curious to dive deeper into my work, you can follow me:
Education
MTech in Artificial Intelligence
Kathmandu University
11/2021 - 11/2023
Bachelors in Civil Engineering
Pulchowk Campus, Tribhuvan University
08/2015 - 08/2019
Research experience
Applied Machine Learning
MTech Thesis, Kathmandu University
12/2022 - 2/2024
Thesis title: Representation Learning Using Self-Supervised Learning in Audio
- - EDA of standard audio-music datasets using Python, Pandas, Numpy, Librosa, Torchaudio, and Matplotlib
- - Experiment with the conversion of time-domain audio data to graph data
- - Create a robust MLOps pipeline for training using MLFlow on the local system
- - Experiment, develop and fine-tune self-supervised architecture that uses Graph Neural Network as an encoder for representation learning in music.
Work Experience
Co-founder and Technical Director
Human Edge Pvt. Ltd.
08/2023 - present
- - Take technical and engineering decisions to scale up the product.
- - Designing and developing backend systems in Supabase.
- - Integration of frontend with backend in Next Js.
- - Involvement in Recruitment and building an in-house development team.
Freelance
Business Website
04/2024 - 06/2024
Website link: http://the1905restaurant.com
- - Development of website using Astro Js framework for frontend and Strapi CMS
- - Hosting on VPS, CI using Github actions.
Python Instructor
AI Club, Kathmandu University
01/2023
- - Seven days Python bootcamp Instructor
- - Hands-On teaching covering Python basics to first and second-year BTech in AI students
FullStack Web Developer
Sigma Capital
07/2020 - 07/2022
- - Interaction with clients, project planning, and execution using the Agile method
- - Backend CRUD REST API development in Nest Js, Typescript, and API Documentation
- - Frontend CRUD UI development, Reusable Component Development and Documentation in Storybook, and authentication system in React Js, Type- script
Projects
Some of my projects
Artificial Intelligence
Human Voice Classification (Mini Project)
- - Build a small custom dataset of the human voice of six classes
- - Training using Siamese Network which uses CNN as an encoder.
Image Caption Generation (Mini Project)
- - Replication of image caption generation research paper
Plant Disease Classification (Mini Project)
- - EDA of standard dataset, "Plant Village Dataset"
- - Pre-training using self-supervised method followed by supervised classification
ETL (Mini Project)
- - Web Scraping of an e-commerce site using beautiful soup, cleaning data, and storing in MongoDB
- - Development of REST API using FASTAPI for retrieving data stored in MongoDB for visualizing in PowerBI.
Youtube Channel (@theabcofprogramming3013)
- - Tutorials on Basics of Python, Conda Installation, Basic Numpy