Mayank Kulkarni

Infrastructure Projects– End-to-End Financing and Commercial Modelling, Account Management, Compliance Tracking, Contractual Negotiations and Counterparty Risk Assessment framing for Large Scale Solar and Wind-Solar Projects for C&I consumers

Asia's largest Student led VC registered as a Category 2 Fund at SEBI with a portfolio corpus of $100 Million. Evaluated 40+ startups. Performed Sector Agnostic Buy Side Due Diligence. Portfolio Company:-Arkle Energy Solutions(prepared Investment Thesis, Valuation Reports to raise $0.45M equity investment for the startup)

Worked on a project to optimize the Levelized Cost of Methane using 2 production pathways i.e gasification and E-Methanol production using Green H2 and Carbon Capture. Optimized the OPEX for the gasification using effective pre-treatment methods projecting a 30% reduction in LCOM through effective conditioning.

Worked on developing a Retrieval Augmented Generation Model on the Cattle Management Data from various sources. Implemented the BERT model for word embeddings generation along with the FAISS model for storing the embedded vectors as a database for retrieval. Implemented the GPT Turbo 4.0 Large Language Model API with the Augmented Query for sector specific response generation. Built the Graphical User Interface using Gradio and Voice Assisted Prompt Feed using Whisper Library. Load Tested the RAG on Latency and Concurrent Users using Recall@k and benchmarking against various recalls and model hallucination metric.