Voice Telephony Automation with STT/TTS Pipelines
Highlights
Sarvam-LiveKit Integration: Integrated Sarvam's speech models with LiveKit infrastructure to build a real-time STT/TTS pipeline for seamless audio transcription and synthesis.
Telephony Automation using Plivo: Automated inbound and outbound voice interactions using Plivo APIs, enabling multilingual call routing and voice responses.
Impact: Built a backend capable of supporting real-time conversational agents with low-latency response.
Hotel Entity Resolution Pipeline using Vector Embeddings and LLM-based Scoring
Highlights
LLM-Powered Hotel Matching Pipeline: Designed a pipeline to automate hotel entity resolution across multiple CSVs using sentence-transformers, Jaro similarity, and LLM scoring.
Data Processing & Optimization: Implemented LangChain + Chroma-based vectorization, with multi-threaded LLM calls for fast semantic matching.
Impact: Achieved more than 90% matching accuracy, improving data deduplication and integration efficiency.
Compiler Devlopment Intern : RISC-V Cross-Compiling Tool-chain Development
Highlights
Cross-Compiling Toolchain for RISC-V: Built a cross-compilation toolchain from x86 to RISC-V using the LLVM framework, including backend optimization and benchmarking.
LLVM Framework: Improved RISC-V development workflows by enabling efficient code generation and deployment for embedded systems.
Impact: Streamlined RISC-V development, enabling the creation of more efficient code for this emerging architecture.
Bachelor of Technology
Computer Science and Engineering
Grade: 7.32
12th Board
Grade: 95%
Among top 1.35% of the 200,000 students contesting for JEE Advanced.
Among top 1.04% of the 1,200,000 students appearing for JEE Mains.
Python, C, C++, JavaScript, SQL.
Django, NodeJS, ReactJS, Manim, Numpy, Pandas, Scikit-learn, LangChain.
Docker, GIT, PostgreSQL, MySQL, SQLite, Figma, ChromaDB, Plivo, Sarvam, ElevenLabs.
Linux, Web, Windows, Omnetpp, RAG-based Systems.
Summary
Developed a decentralized collaborative editing tool using CRDT algorithms to ensure real-time synchronization without a central server. Implemented peer-to-peer (P2P) network architecture using WebRTC for direct, secure user connections. Implemented a signaling server to facilitate this process further.
Summary
Developed a platform that allows students to access and filter previous years' question papers by course and paper type, such as minor, major, or tutorial. Designed a feature enabling users to upload question papers, ensuring a seamless contribution process.
Summary
Built a peer-to-peer (P2P) network that utilized the Gossip protocol for message broadcasting, liveness checking of connected peers, and automated reporting of dead nodes to seed nodes for maintenance. Executed a connectivity mechanism that requires each peer to connect to a minimum number of seed nodes, followed by a randomly selected subset of other peers, ensuring a robust and connected network.