Srikanta K N
Bengaluru
Summary
Results-driven Python Developer & AI Integration Engineer with 6+ years of total experience, including 2+ years focused on developing OpenAI-powered applications and LLM-based solutions. Proven expertise in designing scalable RESTful APIs, automating infrastructure on Ubuntu/Linux platforms, and building intelligent assistants using GPT models, embeddings, and vector databases. Strong track record of delivering end-to-end systems that enhance productivity and drive measurable efficiency gains. Passionate about creating impactful generative AI solutions for real-world use cases.
Overview
6
6
years of professional experience
Work History
Senior Python Developer / AI Integration Engineer
Wipro LTD (Daimler-AG Project)
07.2022 - 04.2025
- Designed, developed, and maintained RESTful APIs for in-vehicle UI systems, deployed in 50,000+ Mercedes-Benz vehicles, ensuring seamless communication between edge devices and cloud services.
- Spearheaded automation initiatives on Ubuntu/Linux environments, building robust Python scripts that cut deployment times by 40% and reduced manual errors by 60%.
- Led development of an internal LLM-powered assistant that enabled engineers to query infrastructure data, logs, and deployment status via natural language, improving team efficiency by 30%.
- Integrated OpenAI GPT models with custom vector databases (e.g., FAISS) to store and retrieve embeddings for context-aware responses.
- Built pipelines for generating and storing embeddings from infra documentation and logs, ensuring high relevance in conversational queries.
- Designed prompt engineering flows and context windows to optimize token usage and minimize hallucinations. - Developed microservices in FastAPI for secure and scalable interaction with LLM endpoints, including role-based access controls.
- Implemented real-time log streaming and AI-assisted log summarization to speed up diagnostics and root cause analysis.
- Automated CI/CD pipelines for deploying AI-powered microservices using Podman, GitLab CI.
- Mentored a team of 4 junior engineers, upskilling them in Python best practices, API development, and LLM integration concepts.
Application Packaging & Automation Engineer
Wipro LTD (Shell Project)
05.2019 - 07.2022
- Automated enterprise application repackaging for RHEL environment (building RPM packages)and deployment workflows, cutting deployment cycles by 50% across 500+ endpoints.
- Developed Python automation scripts for software distribution, compliance checks, and patch management.
- Collaborated with global IT teams to maintain 99.9% endpoint compliance with corporate security policies.
Education
Master of Technology - Software Systems
Birla Institute of Technology
Pilani, India04-2024
Skills
- Programming Languages: Python, Shell Scripting
- Frameworks & Tools: FastAPI, Flask, Podman, Git, CI/CD
- AI/LLM: OpenAI API (GPT-4), prompt engineering, embeddings, vector databases (FAISS, Pinecone, ChromaDB), LangChain, LlamaIndex
- DevOps & Infra: Ubuntu/Linux, Foreman(log monitoring), API security, system orchestration
- Other: Automation, Chatbot Integration, Natural Language Query Systems, Data Pipelines, Agile/Scrum
Timeline
Senior Python Developer / AI Integration Engineer
Wipro LTD (Daimler-AG Project)
07.2022 - 04.2025
Application Packaging & Automation Engineer
Wipro LTD (Shell Project)
05.2019 - 07.2022
Master of Technology - Software Systems
Birla Institute of Technology
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