Santhosh Kumar S

About Santhosh Kumar S

I build automation-focused systems that combine AI reasoning with structured backend workflows. I’m particularly interested in designing pipelines where AI assists — but outputs remain deterministic, traceable, and evidence-backed.Currently, I’m developing an AI-driven compliance automation platform for PSB security requirements in large codebases. The system handles requirement ingestion, RAG-based code filtering, validation controls, evidence enforcement, and Jira workflow integration through a multi-stage architecture. My focus has been on improving consistency, reducing hallucination risk, and making outputs reliable for real engineering use.This project has reduced manual analysis effort while producing repeatable, accountable compliance reports.Alongside this work, I’m strengthening my foundation in Java, Spring Boot, Data Structures, and System Design to build scalable backend systems in production environments.I’m looking for full-time backend or automation-focused engineering roles where I can contribute meaningfully, take ownership, and grow in high-impact teams.

Experience

1. Software Engineer Trainee

   Cisco

   Oct 2025 — Present · Bengaluru, IN

   Contributing to Python-based automation initiatives within enterprise software environments, focusing on reliability and maintainable code practices.• Participating in team code reviews, ensuring quality standards, readability, and alignment with internal engineering guidelines.• Collaborating on the development of an internal product aimed at improving workflow efficiency across teams.• Identifying and implementing automation opportunities to reduce repetitive operational tasks.• Working with Git for version control, branching strategies, and collaborative development workflows.• Gaining hands-on exposure to device integration, endpoint communication, and secure data exchange in large-scale collaboration systems.

Education

• PSNA College of Engineering and Technology

  Bachelor of Technology - BTech, Information Technology

  2021 — 2025

• Mahatma Montessori Higher Secondary school

  12 th Grade, Computer Science