π€ AI Systems Enthusiast - Researching and Engineering Next-Gen LLM Workflows | π Cloud Engineer @ Rapid Circle | π Previously Research @ VIT University
- πΌ Currently working as Cloud Engineer at Rapid Circle, Pune
- π Pursuing Ph.D. in Computer Science and Engineering at VIT University, Vellore
- π¬ My research interests include Large Language Models (LLMs), Computer Vision, Deep Learning, and Agentic Systems
- β Proficient in MLOps, Retrieval-Augmented Generation (RAG), and LLM Preference Alignment (RLHF)
- π§ Passionate about combining AI research with cloud-native applications
- π€ Always open to connect with researchers and engineers working on LLM Optimization and Optimizing AI Systems
- Designed agentic workflows using AG2 and LangGraph frameworks
- Built custom MCP servers and clients for generating Scripts
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π§© Augmenting DenseNet with Multi-scale Skip Connections
Published in IEEE Access
Improved DenseNetβs early-to-late layer information flow while reducing parameter count.
Read Paper β -
π SCMA: Dual-Module Attention with Multi-scale Kernels
Published in IEEE Access
Designed a dual attention mechanism enhancing CNN spatial and channel representations.
Read Paper β
- π§ͺ Raman Research Award (September 2024)
For contributions to DenseNet enhancement via Multi-scale Skip Connections.
PyTorch β’ TensorFlow β’ Keras β’ Scikit-learn β’ OpenCV
Azure AI Foundry β’ Azure Cognitive Services β’ AG2 Framework
WANDB β’ MLFlow β’ HuggingFace β’ Composer (MosaicML)
Vector Databases (FAISS, Cosmos DB) β’ MCP β’ RAG β’ RLHF
Python β’ C β’ C++ β’ Java β’ SQL
FastAPI β’ Streamlit β’ Git/GitHub
- π§ Ph.D. in Computer Science and Engineering β VIT University, Vellore
(Thesis submitted β Expected Graduation: Dec 2025) - π» M.Tech. in Computer Science and Engineering β VIT University, Vellore (2016)
- π§© B.E. in Computer Science and Engineering β BAMU, Aurangabad (2013)
- βοΈ Compound AI systems and modular agentic architectures
- π€ Research or Open-source projects in LLMs, MLOps, or Computer Vision
- π AI-driven automation and agentic workflows
- π§© Intelligent document understanding systems
- Facilitated research paper discussions, seminars, and webinars for CellStrat AI Community
- Founded TechMeetUp (MH20) β a research and technology community for Chhatrapati Sambhajinagar (Aurangabad)
- Participated twice in the ODSC India Conference
β "Striving to bridge the gap between research and real-world AI systems."
