
Mukesh K
Generative AI and Speech AI Engineer
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Speech & TTS Engineer (ML / DL / Generative AI)
IIT(Institute of Information Technology) • Fulltime
Jan 2024 - May 2026 • 2 yrs 4 mos
Built an end-to-end offline Speech-to-Speech translation system using Whisper ASR, Gemma LLM, FastSpeech2, and HiFi-GAN for multilingual speech processing. Developed RAG-based AI systems integrating embeddings, document retrieval, context management, and LLMs for knowledge-grounded responses. Worked on Agentic AI workflows using LLMs for reasoning, tool integration, task orchestration, and multi-step execution. Optimized ASR/TTS and Generative AI models for Android and embedded devices using ONNX Runtime, LiteRT, pruning, quantization, and graph optimization. Integrated Sherpa-ONNX and implemented asynchronous inference, reducing latency and runtime memory for efficient edge AI deployment. Built AI benchmarking and evaluation tools to measure latency, CPU/RAM usage, model accuracy, and performance across multiple devices.