UPANCHIT SENAPATI

Striving for a role that allows me to leverage my skills, foster professional development, promote innovation, and maintain flexibility.

Smart Farming: Rice Plant Water Management using ResNet

I am proud to have developed an innovative solution for smart farming, specifically designed to distinguish between overwatered and underwatered rice plant conditions. By utilizing ResNet, a Convolutional Neural Network (CNN) architecture, I analyzed a rice plant dataset images, enabling farmers to take prompt interventions. This approach significantly improves crop health and yield through optimal water management.

Key Features:

• ResNet-based CNN architecture for image analysis
• Accurate distinction between overwatered and underwatered rice plants
• Timely intervention recommendations for farmers
• Improved crop health and yield through optimal water management

Bus Ticketing System: A Comprehensive Online Solution

I have also constructed a robust online Bus Ticketing System using HTML, CSS, JavaScript, and React. This system offers essential functionalities, including Sign Up/Sign In, seat booking, and a secure payment gateway. I ensured efficient back-end operations by utilizing MongoDB and AWS, guaranteeing seamless data management and system performance.

Key Features:

• User-friendly interface with Sign Up/Sign In functionality
• Seat booking and secure payment gateway
• Efficient back-end operations using MongoDB and AWS
• Comprehensive online bus ticketing solution

Handwritten Text Recognition System: Neural Network-based HTR

I have created an efficient Handwritten Text Recognition (HTR) system using a compact Neural Network. This HTR system is trained on IAM dataset word-images using TensorFlow, offering CPU training and GPU acceleration. The system delivers performance comparable to full-text search on machine-readable documents.

Key Features:

• Compact Neural Network-based HTR system
• IAM dataset word-images training with TensorFlow
• CPU training and GPU acceleration support
• Performance comparable to full-text search on machine-readable documents

• As the project lead, I effectively navigated the critical scenarios experienced throughout the successful execution of a significant university initiative.
• In my role as team captain, I have secured one championship and two runner-up trophies as the team at the Inter University Volleyball tournament.

• CCNA : Switching, Routing, and Wireless Essentials, Cisco
• CCNA : Enterprise Networking, Security, and Automation, Cisco
• AWS : Educate Introduction to Cloud 101, Amazon Web Services (AWS)
• AWS : Academy Graduate - AWS Academy Cloud Foundations, - Amazon Web Services (AWS)
• TCS ION : Master Data Management for Beginners
• OpenSAP : Generative AI at SAP
• AD Infocom Systems : Data Science