• B.Tech in Computer Science @ IIITDM Kurnool (2022–2026)
• Currently Conducting Research in Generative AI:
  A Unified Conversation Framework for Efficient, Coherent, and Fair Conversational AI on Edge Devices.
• Data Science Intern @ Meraqui Ventures (2025) — Engineered ML & ETL pipelines integrating ERP systems and LLM fine-tuning for recruitment automation.
• Development Engineering Intern @ Treacle Technologies (2024) — Built Kafka-based real-time analytics integrated with Grafana & Elasticsearch.
• Interests: Generative AI • RAG Systems • LLM Fine-Tuning • Edge AI • MLOps • Scalable Systems
• Goal: To bridge AI research and real-world deployment by creating optimized and ethical conversational models for edge computing.
• Reach me : kiccha1703@gmail.com

AI/ML: LLaMA 2 • LangChain • Hugging Face • FAISS • Transformers • Prompt Engineering
Data Science: Pandas • NumPy • Scikit-learn • EDA • Feature Engineering • Statistical Modeling
DevOps & Cloud: Docker • Kubernetes • GitHub Actions • Apache Kafka • AWS • Grafana • Elasticsearch

Enterprise RAG System

Built a complete RAG pipeline using FAISS, LangChain & Streamlit with Recall@K, NDCG evaluation and live citation-based Q&A.

AI Interview Assistant

LLM-driven interview simulator with role-specific question generation, real-time NLP feedback, and 85%+ QA accuracy.

Newzy

Autonomous news aggregator using BART summarization, multi-language support, and 60% faster retrieval via caching.

LLM Chatbot

Context-aware chatbot powered by LLaMA 2, trained for semantic understanding and real-time conversational coherence.

Title: A Unified Conversation Framework for Efficient, Coherent, and Fair Conversational AI on Edge Devices
Focus: Optimizing LLM-based conversational systems for on-device deployment, balancing efficiency, coherence, and fairness.
Tech: LLaMA 3, RAG, Quantization, Federated Learning, and Edge AI Optimization.
Goal: Democratize conversational AI by making it lightweight, private, and ethical for low-resource edge environments.

• 2nd Place – GDG Hackathon (AI/ML Track, 2025)
• 2nd Place – DataWorks Hackathon (LLM Applications, 2025)
• Oracle Cloud Infrastructure Gen AI Certified (Score: 92.5%)
• Invited Speaker – ML Research Showcase @ IIITDM Kurnool (2025)