Looking for a job

Mitheel Ranpara

@mitheelranpara

Message

I build machine learning systems for predictive maintenance and crop disease detection.

India

Message

What I'm looking for

I'm looking to build practical machine learning, computer vision, or predictive analytics products where I can apply data-driven problem-solving and grow through hands-on engineering work.

I've built and deployed AI systems for industrial predictive maintenance and crop disease detection, applying machine learning, computer vision, and predictive analytics to practical problems.

At Tata Steel, I developed a predictive maintenance model for the By-Product Plant using historical process data, along with preprocessing and feature-engineering pipelines for industrial sensor data. My analysis helped identify operational patterns to support proactive maintenance scheduling.

I also built PredixAI for real-time equipment monitoring and failure prediction, and created a Streamlit crop disease detection app using TensorFlow, CNNs, OpenCV, and drone-captured leaf imagery.

Experience

Work history, roles, and key accomplishments

Project Intern

Tata Steel

Jun 2025 - Aug 2025 (2 months)

Developed a predictive maintenance model for the By-Product Plant using historical process data. Built data preprocessing and feature engineering pipelines to support proactive maintenance scheduling.

Predictive Analytics data preprocessing Feature Engineering Python Machine Learning

Intern

Centre for Development of Advanced Computing (C-DAC)

Jul 2024 - Aug 2024 (1 month)

Completed hands-on training in Big Data technologies including Hadoop and MapReduce. Built foundational proficiency in machine learning and CNNs through coursework and practical sessions.

Hadoop MapReduce Machine Learning Convolutional Neural Networks Data Visualization Data Analysis