About nandieswar
As an AI Engineer specializing in Generative AI and RAG architectures, I focus on bridging the gap between research and production-ready intelligent systems. My expertise lies in architecting sophisticated retrieval pipelines, including Graph RAG and Visual RAG, alongside fine-tuning Large Language Models like Llama2 and Phi-2 using LoRA and QLoRA techniques. By integrating the Model Context Protocol (MCP) for agentic workflows and standardized tool invocation, I build AI solutions that are not only conversational but capable of executing complex, real-world tasks with high contextual accuracy.My technical foundation extends into Deep Learning and Big Data, where I have developed high-precision systems ranging from satellite-based contrail detection using U-Net architectures to real-time tweet analysis pipelines powered by Kafka and Spark. I am passionate about optimizing model performance and reducing latency, ensuring that cutting-edge technologies like Whisper STT and custom encoder-decoder frameworks translate into scalable, data-driven improvements. You can explore the full scope of my projects and technical journey at my portfolio: nandieswar.netlify.app.
Key Skills
Experience
Gen Ai Engineer
CurrentVdart Digital
Ai Engineer
Intellect Design Arena Ltd
* Conducted R&D on Graph-based Retrieval-Augmented Generation (Graph RAG) to improve answer * accuracy and contextual relevance over traditional RAG pipelines * Designed and implemented Visual RAG for integrating visual understanding into retrieval workflows, * reducing inference latency and enhancing response quality * Analyzed performance bottlenecks by introducing time and performance metrics across the product, * enabling data-driven system improvements * Currently integrating Model Context Protocol (MCP) into the platform for agent-based workflows * and standardized tool invocation
Dsg Intern
[24]7.ai
* Fine-tuned Large Language Models (Llama2 and Phi2) using LoRA and QLoRA techniques for chat * interaction insights, optimizing model performance while reducing computational overhead * Worked on evaluation and performance analysis of the Whisper speech-to-text model, assessing * transcription accuracy, latency, and robustness across varied audio conditions * Gained expertise in LLMs and Generative AI applications. Collaborated with teams to enhance * customer experiences
Education
Amrita Vishwa Vidyapeetham
Bachelors
Amrita Vishwa Vidyapeetham
Bachelors
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Common Questions
What is nandieswar's expertise?
nandieswar specializes in AI Engineer, with expertise in artificial intelligence, bert, big data, deep learning, deep neural networks.
Where is nandieswar located?
nandieswar is based in bangalore, karnataka, india.
How much experience does nandieswar have?
nandieswar has 5+ years of professional experience.
How can I contact nandieswar?
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