About Me
I'm an AI/ML Automation Engineer with hands-on experience developing AI applications, machine learning solutions, and automation workflows. Skilled in Python, FastAPI, modern AI frameworks, and building end-to-end applications that solve real-world problems.
Education
B.Sc. (Hons) Computer System Engineering
ISMT College Chitwan
Mar 2022 - Jan 2025
+2 Science
Valmiki Shiksha Sadan
Jul 2019 - Dec 2021
Experience
AI/ML Automation Engineer
Rumsan Associates
Jul 2025 - Present
- Developed Rahat Beneficiary ML application with data deduplication and intelligent header-mapping using RapidFuzz and LLM-assisted field mapping
- Built Rumsan AI Quiz, a RAG application that generates configurable-difficulty quizzes from uploaded documents
- Developed the Sitemap Extractor microservice using Crawl4AI for web crawling and metadata extraction
- Designed and deployed n8n automation workflows including LinkedIn job-scraping and document-processing pipelines
- Built AI-powered automation workflows for CV evaluation, voice agents, and chatbot solutions
- Developed ML pipeline for flood-risk zone modeling using geospatial data analysis
Skills & Technologies
Machine Learning & AI
Deep Learning
NLP
Feature Engineering
TensorFlow
scikit-learn
Pandas
NumPy
LLM & Generative AI
RAG
AI Agents
LangChain
LangGraph
LlamaIndex
Prompt Engineering
Vector Databases
MCP
Programming & Data Tools
Python
FastAPI
Django
React
Next.js
PostgreSQL
MongoDB
Redis
Deployment & Cloud
Docker
Git
GitHub Actions
AWS (S3, SageMaker, Bedrock)
n8n
Linux