Dishant Kumbhar
AI/ML Engineer | GenAI | Business Analytics | Ex- Quantiphi | GCP MLE Certified | Driving innovation through excellence
- Role
- Software Engineer at Amantya Technologies
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Dishant Kumbhar
AI Full stack dev with 4+ years of experience building production-grade AI/ML systems…
Experience
Software Engineer
May 2024 — Present · 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.
Education
Nutan college of engineering and research,
B.tech
2018 — 2022
Liverpool John Moores University
Master of Business Administration - MBA
2025 — 2025
Institute of Management Technology, Ghaziabad
Advance General Management Program
2024 — 2025
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