Dishant Kumbhar

Software Engineer @Amantya Technologies

Gurugram, IN

Building Generative AI capabilities @Amantya Backend Development: Engineered backend systems using FastAPI and PostgreSQL for MOS (Mean Opinion Score) analysis, enhancing system efficiency. Machine Learning: Developed ML algorithms to predict MOS scores, utilizing factors such as latency, jitter, variance, and packet loss to predict call quality. RAG Pipeline: Constructed a Retrieval-Augmented Generation (RAG) pipeline locally with Llama3 model and Milvus DB for hybrid search, ensuring data confidentiality. Vision AI: Implementing an open-source, offline Vision AI model for real-time product image analysis and enabling hands-free queries with TTS and STT, ensuring data confidentiality.

Nutan college of engineering and research,

B.tech

Liverpool John Moores University

Master of Business Administration - MBA

Institute of Management Technology, Ghaziabad

Advance General Management Program