Headline

Agentic Gen AI & Full stack developer Engineer | When human psychology& rationale meet bits, evolves AdoptiveIntelligence.! Generative AI product developer. advent+coding+vogue+business+auto

About

As a Senior Software Engineer at EY and Tekion, I specialize in building high-performance, scalable software and intelligent AI solutions. My full-stack expertise and strong background in software engineering fundamentals have allowed me to deliver exceptional results throughout the entire development lifecycle. Core Achievements & Technical Expertise: Performance Engineering: Drove a critical performance initiative that reduced API response times from over a minute to under 200ms, representing a 99.7% improvement. I achieved a total performance enhancement of 320x by meticulously analyzing system bottlenecks and implementing targeted database optimizations and code refactoring. AI Engineering & RAG Model Development: Developed and deployed a custom Retrieval-Augmented Generation (RAG) model fine-tuned for organizational requirements. This process involved strategic data chunking, fine tuning and embedding to create a searchable, semantically-rich knowledge base, significantly improving the model's accuracy and relevance for domain-specific queries. Full-Stack & REST API Development: Functioned as a full-stack developer at EY and built robust standalone and REST API applications at Tekion. I have a proven track record of designing, developing, and validating UI, backend logic, and API workflows in close collaboration with product teams. Automation & Security: Created sophisticated automation frameworks for cloud-based storage and distributed databases, which drastically reduced manual effort and improved system reliability. I also implemented advanced crypto-obfuscation techniques to prevent credential exposure and enhance application security. Operational Excellence: My efforts have led to a 75% reduction in resource consumption and a 50% decrease in operational costs by optimizing backend processes and system architecture. I am a Bachelor of Engineering graduate in Computer Software Engineering from VTU, with a strong foundation in data structures, algorithms, and software engineering principles. My passion for creating adaptive technology is matched by my dedication to continuous learning, reinforcing expertise in Python, Go and JavaScript.

Location

Bengaluru

AI stack

aistudio

claude

cursor

hugging face

openclaw

claudecode

Work experience

Senior Software Engineer at Koch, Sep 2025 - Present · 11 mo, Bangalore

Senior Software Engineer at Dell Technologies, Jun 2024 - Present · 2 yrs 3 mos, Bengaluru, Karnataka, India, specialized in full-stack development and AI engineering, contributing to the firm's technological advancements and client solutions. My work focused on creating intelligent, data-driven platforms. Full-Stack & AI Engineering: Delivered end-to-end full-stack solutions, taking ownership from the front-end user experience to the back-end services. I also worked as an AI Engineer, developing a scalable Retrieval-Augmented Generation (RAG) model. AI Model Development: My RAG model was fine-tuned for specific organizational requirements, using proper data chunking and embedding to create a highly accurate and context-aware knowledge retrieval system. This work allowed the model to efficiently process and generate responses from vast, proprietary datasets. Scalability & Reliability: My full-stack development work included designing systems to handle increased user loads. This led to a 75% reduction in resource consumption, a 50% decrease in operational costs, and a 90% improvement in system reliability by implementing comprehensive unit testing and robust error handling. Cross-Functional Collaboration: Worked closely with product managers, designers, and other engineers to define scope, integrate workflows, and ensure the successful deployment of features that met both technical and business requirements.

Senior Software Engineer at EY, Jun 2024 - Present · 2 yrs 3 mos, Bengaluru, Karnataka, India

Software Engineer at Tekion Corp, Aug 2022 - Jun 2024 · 1 yr 11 mos, Bengaluru, Karnataka, India, AI Engineering & RAG Model Development: Developed and deployed a custom Retrieval-Augmented Generation (RAG) model that was specifically fine-tuned for internal organizational requirements. This involved meticulous data chunking and embedding to create a searchable, semantically-rich knowledge base, which significantly improved the accuracy and relevance of domain-specific queries and documentation retrieval. Performance Engineering: Led a critical performance optimization initiative that drastically improved system efficiency. I reduced key API response times from over a minute to under 200ms (a 99.7% improvement), and achieved a 320x performance enhancement by meticulously analyzing system bottlenecks and implementing targeted database optimizations and strategic code refactoring.

Associate Software Engineer at Tekion Corp, Aug 2021 - Nov 2022 · 1 yr 4 mos, Bangalore Urban, Karnataka, India, Tekion: Software Engineer At Tekion, I focused on building scalable, high-performance applications and automation solutions for their cloud-native automotive platform. My key contributions and responsibilities included: REST API & Application Development: Developed robust standalone and REST API applications, integrating complex business workflows and ensuring seamless data flow across the platform. My work involved close collaboration with product design to rectify errors and validate UI, backend, and API functionality. Frameworks & Automation: Designed and built automation frameworks to streamline software management for cloud-based storage solutions and distributed databases. This work significantly improved testing reliability and reduced manual intervention. Security Implementation: Implemented crypto-obfuscation techniques to prevent credential exposure, adding a crucial layer of security to the platform's applications and APIs.

python expert at Qssot, Mar 2021 - Aug 2021 · 6 mos, Bangalore Urban, Karnataka, India, 1. Design and develop automation code on inter-app activity (Backend development). 2. lead the code development particle of the automation. 4. Pytest, Selenium, db drivers, Mysql, MongoDB, pandas, NumPy, Github, Odoo, API integration, bs4.

Education

10+2, Computer Science, Alva's College, Moodabidri, Karnataka

Bachelor of Engineering - BE, Computer Software Engineering, Visvesvaraya Technological University

Public links

github: https://github.com/kshwedha

leetcode: https://leetcode.com/kshwedha