Shishir Subedi - Software Engineer and LLM Researcher

Hi! I'm Shishir Subedi

Software Engineer & Researcher

  • Research and Development
  • AWS
  • LLMs
  • RAG
  • Agents
  • Automation
  • MVP Development
View My WorkGet In Touch

About Me

A self-motivated software engineer with 6+ years of experience delivering high-quality software solutions. I completed my Bachelor's in Electronics and Communication Engineering and Master's in Data Science and Analytics from IOE Pulchowk Campus. During my studies, when I took data mining as an elective subject in Bachelor's degree, I became fascinated by the power of data and how it's driving the world today.

That moment sparked my passion for data science and AI. Today, I involve more in research and development work on Large Language Models and Vector databases. I work on solving domain-specific problems through prompt engineering, model fine-tuning, and building AI based applications that help organizations to solve their problems.

Education

  • MSc Data Science and Analytics

    2020 - 2023

    IOE Pulchowk Campus

  • BE Electronics and Communication Engineering

    2014 - 2018

    IOE Pulchowk Campus

  • +2 Science Stream

    2011 - 2013

    Padmodaya Public Model Higher Secondary School

  • SLC

    2011

    Hindu Vidya Peeth Nepal

Research Publications

Certifications

  • AWS Certified AI Practitioner

  • AWS Certified Developer – Associate

Experience

  • Sr. Software Engineer (Remote)

    Genese Solution Pvt. Ltd, Bakhundole Lalitpur, Nepal

    Jan 2023 - Present

    • Lead a team of developers in the design and implementation of software solutions, maintain documentation and provide end-user support
    • Crafting model specific prompts to achieve desired outcomes and enhance the effectiveness of Large Language Model response
    • Develop and maintain LLMs and Agents based applications using Langchain, Llama-index, AWS Bedrock Agents and other AI frameworks, specially in financial domain
    • Develop and maintain Python-based applications using Django, FastAPI, and other web frameworks
    • Exploring and implementing the latest developments in Large Language Models (LLMs) and vector databases to enhance applications

  • Software Engineer (Hybrid)

    TechKunja Pvt. Ltd, Chakupat Lalitpur, Nepal

    Sep 2021 - Jan 2023

    • Participated in requirements analysis and collaborated with internal teams to produce software design and architecture
    • Applied expertise in Python (Django) to develop high-quality software solutions
    • Web based application migration and configurations
    • Established a robust CI/CD pipeline for automating deployments
    • Developed scripts for task scheduling and automation to streamline processes
    • Revised, updated, refactored, and debugged code for optimal performance
    • Mentored and assisted junior team members, promoting a collaborative learning environment

  • Freelance Software Engineer (Remote)

    Self-Employed, Patan Lalitpur, Nepal

    Nov 2019 - Sep 2021

    • Involved in requirements gathering and system design processes
    • Engineered the backend using the Python (Django) framework and PostgreSQL database
    • Conducted unit testing and debugging to ensure optimal performance
    • Implemented CI/CD pipeline for efficient deployment automation
    • Created scripts for task automation, scraping and parsing of data from the web

  • Part-time Lecturer (Onsite)

    Ambikeshwari Campus, Ghorahi Dang, Nepal

    May 2019 - Nov 2021

    • Taught courses on Artificial Intelligence and Data Mining to students
    • Led practical laboratory sessions to provide hands-on experience
    • Provided training on building dynamic and responsive web applications

  • Full Stack Python Developer (Onsite)

    Belwase Technologies, Ghorahi Dang, Nepal

    Feb 2019 - Jul 2019

    • Implemented changes in existing applications as directed by senior team members
    • Played a key role in developing web-based applications using Python Django and Bootstrap UI framework
    • Created scripts for web scraping and parsing data, contributing to data acquisition processes
    • Collaboratively contributed to the successful conversion of a legacy application to a new version

Volunteering & Community Engagement

  • Judge — CODEFEST 2025 (Provincial Phase, Dang)

    Nov 2025

    • Evaluated student projects and presentations; provided constructive feedback and helped select provincial finalists

  • Trainer — Capacity Building: AWS Cloud Practitioner (Genese Academy & IT Innovation Center, TU)

    Aug 2023

    • Delivered AWS Cloud Practitioner training for IT professionals from across Nepal; developed materials and led hands-on labs

  • Event Manager — IOE Robocon

    Feb 2018

    • Managed event logistics and volunteer teams to ensure smooth competition operations

Tech Stacks

  • Python
  • LlamaIndex
  • Django
  • FastAPI
  • LangChain
  • Hugging Face
  • Pinecone
  • PostgreSQL
  • MongoDB
  • AWS
  • Docker
  • Git
  • Elasticsearch
  • React
  • Serverless
  • Terraform

Featured Projects

Fair Lending AI

System to verify borrower records (PII, income, application status, denial reasons etc.) by cross-referencing multiple source documents. Outputs exact citations/page numbers, confidence metrics, and concise reasoning for auditability and fair-lending compliance.

  • Python
  • AWS
  • Bedrock
  • LLMs
  • OCR
View ProjectPrivate Project - Details are confidential

AI Chat Assistant

Secure, proprietary AI chat application for internal employees in compliance-restricted environments. Includes safe web search, deep-research capabilities, and a sandboxed code agent that executes code and returns structured outputs and visualizations. Eliminates reliance on external AI providers while maintaining enterprise-grade security.

  • Python
  • AWS
  • Bedrock
  • LLMs
  • RAG
View ProjectPrivate Project - Details are confidential

AI Driven Clinical Recommendation System

AI-powered health recommendation system for certified practitioners that suggests personalized wellness plans based on patient medical history and current condition. Matches patient data against a comprehensive catalog of health/wellness products to craft tailored care packages, ensuring compliance, safety, and individualized treatment.

  • Python
  • LLMs
  • Agents
  • RAG
  • AWS
  • Elastic Search
View ProjectPrivate Project - Details are confidential

AI-powered User-Story Generator

AI tool that transforms Epics/Features into ready-to-use user stories with acceptance criteria, dramatically reducing backlog preparation time. Leverages advanced language models to generate detailed user stories compatible with Agile workflows, helping product owners and teams streamline planning and collaboration.

  • Python
  • AWS
  • LLMs
View Project

Automated AI Translation Pipeline on AWS

Automated on-demand AI processing pipeline that triggers compute only when files land in S3, runs batch audio translations in SageMaker, saves outputs to S3, and provides a Django UI for easy download. Reduces idle billing and operational overhead through event-driven architecture.

  • AWS
  • Sagemaker
  • Python
  • Django
  • Automation
View ProjectPrivate Project - Details are confidential

Talks

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