Mahadev Khot

About Mahadev Khot

I am an AI/ML Engineer with experience in machine learning, deep learning, NLP, and data engineering. I specialize in developing AI-driven predictive models, optimizing ESP designs, and automating processes to transform complex data into actionable insights.Key Strengths: 1.AI Model Development: Random Forest, CNN, Transformer Models, LLMs 2.NLP & OpenAI: GPT, Fine-Tuning LLMs, Prompt Engineering 3.Data Engineering: PostgreSQL, SQL, Data Pipelines, Big Data Processing 4.ML Deployment: MLOps, TensorFlow, PyTorch, Docker, Flask, Google CloudKey Projects & Work: 1.ESP Model Optimization – Developed AI-driven models for predicting and optimizing ESP designs, leveraging historical data and cosine similarity analysis to compare new and old projects. 2.Predictive Maintenance for Manufacturing – Built time-series forecasting models to detect anomalies and prevent equipment failures. 3.Lunar Crater Detection – Implemented an object detection model using Faster R-CNN with transfer learning and hyperparameter optimization. 4.Gas Distribution Screen Prediction – Applied CFD techniques and regression modeling to optimize gas distribution in ESP systems.I am passionate about applying AI and ML to solve real-world challenges, streamline workflows, and drive innovation in data-intensive industries.Let\'s connect to discuss AI, ML, NLP, and the latest advancements in AI-driven solutions!Email: m••••••••@gmail.com

Experience

1. Ai Research Intern

   Thermax Limited

   Jul 2024 — Present

   Create and apply machine learning models for a range of commercial uses.Large datasets should be preprocessed and analyzed to glean valuable insights.To maximize accuracy and performance, models should be trained, adjusted, and assessed.Use frameworks like TensorFlow, PyTorch, or Scikit-Learn to implement machine learning models.Work together to create effective data pipelines with data engineers.Collaborate with software engineers to incorporate machine learning models into operational systems.Use assessment and hyperparameter tuning strategies to maximize model performance.Follow the most recent developments in AI/ML and use best practices.

Education

• Centre for Modeling and Simulation, Savitribai Phule Pune University

  Master of Technology - MTech

  2022 — 2024

• Dr.Babasaheb Ambedkar Technological University, Lonere - Raigad

  Bachelor of Technology - BTech

  2018 — 2021