Ashish Kumar Singh
@ashishkumarsingh2
I build LLM-powered RAG applications and cloud automation with Python and AWS.
IndiaWhat I'm looking for
At Persistent Systems, I build LLM-powered applications, Retrieval-Augmented Generation solutions, and MCP integrations for enterprise AI workflows. I use LangChain, vector databases, FastAPI, and Python to enable document understanding and Q&A over technical datasets.
I’ve also built security hardening frameworks using OpenSCAP and CIS Benchmarks, plus data pipelines that move large Cloud Object Storage datasets into ELK Stack and Grafana dashboards. My work includes preparing RLHF/SFT datasets and creating runbooks for automation and security solutions.
Across Secomind.Ai, Nokia, and Wipro, I’ve automated AWS reporting and GitLab backups, built CI/CD pipelines, deployed services on OpenShift and AWS, and developed Python enterprise applications. I bring seven years of experience across GenAI, DevOps, observability, testing, and scalable automation.
Experience
Work history, roles, and key accomplishments
Built RAG solutions using LangChain and vector databases, developed LLM-powered applications with FastAPI, and implemented MCP integrations for enterprise AI. Designed security hardening frameworks and automated data pipelines for monitoring.
Education
Degrees, certifications, and relevant coursework
Lovely Professional University
Bachelor of Technology, Computer Science and Engineering
2015 - 2019
Pursued a Bachelor of Technology in Computer Science and Engineering, focusing on software development and engineering principles.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
Skills
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