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About Me

Who Am I?

Hi I'm Shishir Subedi, I'm a software engineer completed bachelor's in electronics and communication engineering from Institute of engineering Pulchowk Campus. During the course of study, when I studied data mining as elective subject, I got really interested knowing the power of data, how the data is driving the world at present. From that moment, I came to know where I'm interested in and should make the career at. Doing research and development in Large Language Models and Vector databases for solving domain specific problem through prompt engineering and models fine-tuning.

My Skills

What my skills are?

I have been doing software development for 5+ years during these interval I'm able to gain some experience in the programming language and framework popular for software development and research.

Python (Django)

80%

Django

85%

Databases

75%

LLMs

85%

Prompt Engineering

70%

Cloud Services (AWS)

80%

ReactJS

60%

Tech Stack

Tools

Educations

MSc Data Science and Analytics  2020 - Present

IOE Pulchowk Campus

BE Electronics and Communication Engineering  2014 - 2018

IOE Pulchowk Campus

+2 Science Stream  2011 - 2013

Padmodaya Public Model Higher Seconday School

SLC  2011

Hindu Vidya Peeth Nepal

Experiences

Software Engineer Sep 2021 - Present

Roles and Responsibilities
      Requirements gathering and system analysis
      API development (REST/GraphQL)
      Writing scripts for task scheduling and automation
      Handling all stages from development to production

Freelance Software Engineer Nov 2019 - Sep 2021

Roles and Responsibilities
      Building web-based applications based mainly on Python (Django)
      API development using django-rest-framework
      Scraping and parsing data from the web
      Handling all stages from development to production

Part time lecturer May 2019 - Nov 2019

Roles and Responsibilities
      Delivering regular lectures of Artificial Intelligence and Data Mining
      Conducting tutorial sessions and laboratory classes of above mentioned subjects

Full Stack Python Developer Feb 2019 - July 2019

Roles and Responsibilities
      Building web-based applications based on Python(Django)
      Scraping and parsing data from the web

Recent Blogs

Empowering Data Analysis through LLMs and Vector Databases
Empowering Data Analysis through LLMs and Vector Databases
- 03 July 2024

Explore the integration of LLMs and vector databases to enhance data analysis. Learn how to use Claude 3.5 Sonnet, LangChain, and Pinecone to efficiently retrieve and analyze CSV data, providing...
Deploying an App with HTTPs on an EC2 Instance using Ngrok
Deploying an App with HTTPs on an EC2 Instance using Ngrok
- 28 June 2024

In this blog post you will learn how to deploy an app with HTTPs on an AWS EC2 instance using Ngrok. This cost-effective solution leverages Ngrok's secure tunneling to provide...
Document QA: Harnessing the power of Bedrock Claude v2 LLM and Pinecone Vector Database
Document QA: Harnessing the power of Bedrock Claude v2 LLM and Pinecone Vector Database
- 05 December 2023

In this blog post you will discover the transformative synergy between Amazon Bedrock FM and Pinecone Vector Database, reshaping the essence of Document Question Answering (QA). Uncover how these technologies...
Unleashing Document Summarization with Bedrock Claude v2 and Custom Prompts
Unleashing Document Summarization with Bedrock Claude v2 and Custom Prompts
- 10 October 2023

In this blog post you will discover the magic of document summarization with Bedrock Claude v2 and custom prompts. I'll guide you from setting up AWS credentials to unlocking the...
Sagemaker Pre-trained Model Deployment with Terraform
Sagemaker Pre-trained Model Deployment with Terraform
- 04 August 2023

In this blog post we will learn how to deploy pre-trained machine learning models on AWS Sagemaker. This blog post explores the powerful combination of Amazon SageMaker and Terraform to...
Building a blog application with django | Configure static and media files settings, render home page of downloaded template
Building a blog application with django | Configure static and media files settings, render home page of downloaded template
- 15 September 2021

In this third part of series - building blog application with django, we are going configure static and media settings so that it can render the static content and can...
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