Dishant Kumbhar Email & Phone Number

Gurugram, Haryana, India

• 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… Show more Building Generative AI capabilities @Amantya
• 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. Show less

Mumbai Metropolitan Region

• GCP-Kubeflow Migration: Orchestrated the seamless migration of a client from Metaflow with an airflow backened to kubeflow on vertex AI Platform, transforming a POC into a revenue generating project that yielded $200,000
• Risk Prediction: Streamlined workflows, optimized and compared multiple pipeline runs & hyperparameters for significantly faster model development & improved risk prediction in sales & rentals with best Vertex AI.
• Empowered Talent: Successfully mentored &… Show more GCP-Kubeflow Migration: Orchestrated the seamless migration of a client from Metaflow with an airflow backened to kubeflow on vertex AI Platform, transforming a POC.
• Empowered Talent: Successfully mentored & led a team of 3 through diverse POCs, fostering growth and maximizing team impact.
• Leveraged Langchain and RAGs to optimize LLM models for document summarization and question answering.GCP-Kubeflow Migration: Orchestrated the seamless migration of a client from Metaflow with an airflow backened to.
• Leveraged Langchain and RAGs to optimize LLM models for document summarization and question answering.

• 1. Developed an automated ML reporting tool (for PCL-RSHN):
• Optimized user experience by allowing them to upload multiple set of ground truth and prediction dataset.
• Implemented the capability allowing user-defined custom metrics templates to generate a customized report
• Enabled user query to view the sub-group data
• Allowed users to download the generated ML evaluation report by simply clicking on download sub-group data button and the report can be accessed to anyone via… Show more 1. Developed an automated ML reporting tool (for.
• Allowed users to download the generated ML evaluation report by simply clicking on download sub-group data button and the report can be accessed to anyone via URL of the report.2. Research and Development:

1. Chatbot / Voicebot Development:Developed a chatbot/voice-bot for a blood bank using Dialogflow,Node.jsand webhook boilerplate.2. NLP- NBME Patient Score:Predicting or evaluating candidate performance in medical exams.Used Roberta, Deberta model to automate locating the features in patient score to evaluate candidate performance in the medical exam.

Advance General Management Program, Business Administration And Management, General

B.Tech, Computer Science And Engineering