Background•Education•Experience
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
Mar 2025 - Oct 2026
- Developed Rahat Beneficiary ML application with data deduplication and intelligent header-mapping using RapidFuzz and LLM-assisted field mapping
- Developed the Sitemap Extractor microservice using Crawl4AI and Cloudflare crawler for web crawling and metadata extraction
- Designed and deployed n8n automation workflows including LinkedIn job-scraping and document-processing pipelines
- Developed an AWS Textract AnalyzeExpense service for automated extraction of invoice, receipt, and expense data
- Built AI-powered automation workflows for CV evaluation, candidate scoring, voice agents, and chatbot solutions
- Developed an n8n-based voice agent to handle service inquiries, check meeting availability, and schedule meetings
- Developed ML pipeline for Rahat Flood using geospatial data analysis to model flood-risk zones
- Developed a Grievance AI pipeline for automated grievance processing, categorization, translation, and sentiment analysis
Skills & Technologies
Machine Learning & AI
Deep LearningNLPFeature EngineeringTensorFlowscikit-learnPandasNumPy
Generative AI
RAGAI AgentsPrompt EngineeringLangChainLangGraphLlamaIndexVector DatabasesMCP
Programming & Data Tools
PythonFastAPIDjangoReactNext.jsPostgreSQLMongoDBRedis
Deployment & Cloud
DockerGitGitHub ActionsAWS (S3, SageMaker, Bedrock)n8nLinux