Ravyendra Singh
Generative AI Engineer | Building LLM Solutions with LangChain & RAG | Code Automation | Legacy App Modernization
- Role
- Generative Ai Engineer at Wipro
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Ravyendra Singh
As a GenAI Engineer, I specialize in building intelligent, scalable solutions that solve real-world enterprise challenges—particularly in legacy application modernization, SDLC efficiency, and AI-assisted business processes.Key contributions:Automated source code summarization to boost developer productivity and reduce onboarding time.Designed a Semantic Knowledge Graph (S-KG) to visualize and trace code dependencies, enabling faster and more accurate technical decisions.Optimized prompt engineering and scripting to generate precise, context-aware GenAI outputs.Integrated Vector Databases (VectorDB) for scalable, high-performance data retrieval in RAG pipelines.These initiatives have significantly reduced manual effort, accelerated delivery timelines, and improved decision-making across projects.
Experience
Generative Ai Engineer
Oct 2024 — Present · Bengaluru, IN
Accomplished GenAI Engineer with hands-on experience in building scalable AI systems for enterprise automation, legacy modernization, and intelligent developer-productivity tools.Skilled in LLMs, Prompt Engineering, RAG/Agentic RAG, Vector Databases (FAISS, Pinecone, Chroma), LangChain, LlamaIndex, Embedding Models, Fine-Tuning/LoRA, Model Evaluation, and Python.Proven expertise in code-summarization pipelines, Semantic Knowledge Graphs (S-KG), LLM Agents, Guardrails, Model Orchestration, API Integration, and GenAI-driven SDLC automation.Seeking opportunities to apply advanced GenAI capabilities and further grow in LLM deployment, microservices, cloud AI (GCP), and production-grade AI engineering.
Education
Dr. A.P.J. Abdul Kalam Technical University
Bachelor of Technology - BTech
2018 — 2022
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