Engineering Autonomous AI & Scalable Cloud Quality
Based in Bengaluru, India. Architecting zero-leakage local AI pipelines, distributed cloud test engines, and automated multi-node qualification systems at Akamai Technologies.
Autonomous LLM Copilot agent converting Perl to PEP8 Pytest.
Intelligent Webex Release Monitor Bot parsing Jenkins logs.
IoT hardware, firmware & network security audits at Crestron.
Akamai executive grant for high-impact GenAI tools.
Work Experience
Proven track record driving component ownership, high-velocity quality engineering, security remediation, and GenAI system integration.
Software Development Engineer in Test (SDET)
Current Role- Drove cross-functional quality ownership across Dev, QA, and DevOps teams, establishing automated CI/CD test gates and accelerating overall release qualification efficiency.
- Took complete engineering ownership of core system components, writing modular Python automation libraries and core test utilities from scratch to streamline distributed system testing.
- Architected an autonomous LLM Copilot Agent translating legacy Perl scripts into PEP8-compliant Python Pytest suites, cutting code conversion overhead by 80%.
- Engineered an AI-driven Automated Test Case Generator inspecting code modules, dependent libraries, and function signatures to generate unit and integration tests from scratch.
- Deployed an Intelligent Webex Release Monitor Bot parsing Jenkins build failures and routing alerts to Component Owners, reducing MTTR by 60%.
- Designed an enterprise privacy-compliant GenAI Log Analysis Assistant using local quantized LLMs (Ollama, Qwen, Gemma) for rapid root cause analysis (RCA) on multi-GB server logs.
- Maintained Groovy Jenkins CI/CD pipelines across global cloud infrastructure and earned a $550 Discretionary Equity Stock Award for exceptional impact.
QE - Security Engineer
- Discovered, documented, and patched 50+ unique security vulnerabilities across enterprise IoT devices, firmware binaries, and network communication protocols.
- Executed penetration testing, vulnerability scans, and security audits using Burp Suite, Nessus, Qualys, Wireshark, and Nmap.
- Hardened core authentication pathways (Active Directory, OAuth2, MFA) and automated security regression checks to prevent CVE regressions before hardware releases.
Full-Stack Developer
Engineered microservices and backend RESTful APIs using Python, Django, JavaScript, and MySQL. Implemented JWT authentication and optimized SQL queries, reducing API response latency by 30%.
Subject Matter Expert - CS
Authored 500+ structured solutions across Data Structures, Algorithms, SQL Database Design, Operating Systems, and OOP with a consistent 95%+ quality rating.
Featured Innovations
Enterprise tools, local GenAI pipelines, autonomous agent architectures, and resilient cloud automation systems.
Autonomous Contextual AI Assistant (MCP & RAG)
Zero-leakage local assistant utilizing Model Context Protocol (MCP) servers, vector embeddings, and quantized LLMs for semantic search over private personal and enterprise documents. Integrated with n8n workflow automation across Telegram, Gmail, Drive, and voice pipelines.
GenAI Log Analysis & RCA Engine
Privacy-compliant diagnostic assistant utilizing local quantized LLMs (Ollama, Qwen, Gemma) to digest multi-gigabyte server logs, isolate call traces, and execute rapid root-cause analysis without exposing internal data to public APIs.
LLM Perl-to-Pytest Conversion Copilot
Autonomous code translation pipeline converting decades-old legacy Perl scripts into PEP8-compliant Python Pytest suites. Reduced engineering overhead by 80% while preserving critical system assertion semantics.
Cloud Infrastructure & VPS Hosting Platform
Architected and deployed personal website (suhebpapa.com) and multiple microservices on a Linode Linux VPS using Docker Compose, Nginx reverse proxying, SSL encryption, and custom swap memory allocation for local LLM inference models.
Intelligent Webex Release Monitor Bot
Automated incident monitoring bot integrated into enterprise Jenkins pipelines and Webex rooms. Parses build trace logs, attributes build failures to module owners, and reduced team Mean Time To Resolution (MTTR) by 60%.
Automated AI Test Case Generator Suite
Smart test synthesis tool that inspects source modules, dependent libraries, and function signatures to generate comprehensive unit and integration test fixtures, covering edge cases and increasing code coverage.
Technical Skill Matrix
Education & Achievements
PES University
Core Coursework: Data Structures, Analysis of Algorithms, Operating Systems, Computer Networks, Database Management Systems, Cloud Computing, Software Engineering.
PES University
Focus Areas: Cryptography, Network Security, Web & Application Security, Cyber Forensics, Vulnerability Assessment, and Threat Analysis.