Tirth Shah

I am an passionate Machine Learning Engineer and I along with my team have emerged as victorious participators Ministry of Defense's Smart India Hackathon Problem Statement. Also as an enthusiastic Full Stack Web Developer I along with my team were able to won the first round of Solving For India Hackathon organised by GeeksForGeeks and Google.

I am a polite and quick learner, and would love to bring these skills of teamwork and domain specific knowledge to the workforce.

• Fundamentals of Machine Learning, Udemy
• Fundamentals of Deep Learning, NVIDIA Deep Learning Institute

Terrain Recognition Model With User Friendly Interface

• I led a project on Terrain Recognition, given by Ministry of Defence, Government of India, during Smart India Hackathon 2023, where I used TensorFlow, Keras, Pandas, etc. for machine learning model development, through which I made a deep convoluted neural network which was able to classify terrain types into four different categories, with an accuracy of around 96%.
• Also, I designed a user-friendly web application using HTML, CSS, JavaScript, which routed the requests to the Flask App (server-side) to compute the results with the model. This project shows my proficiency in machine learning, software development, showing my ability to give impactful solutions to real world challenges.

AgriRent

• As a team member in the Geeks for Geeks Solving for India Hackathon, our project "Agri Rent" emerged victorious at the Intra College Round.
• Agri Rent is a platform enabling farmers to give their unused farming equipments on rent. This initiative aims to support farmers who may face financial issues. I gained proficiency in technologies like React, Express, and integrating payment solutions via Stripe API, for making the idea successful and up, during this project.
• Through this experience, I acquired valuable skills in web development, teamwork, and using APIs for seamless functionality, which can help solve real world problems.

Operating System Scheduler Simulator

• In a project focusing on developing an Interactive Operating System Scheduler Simulator, I created a system with essential functionalities including Round Robin Process Scheduling Algorithm, Banker's Algorithm for Deadlock prevention, SCAN Disk Scheduling Algorithm for efficient disk access, and the Most Recently Used Page Replacement Algorithm for memory management.
• Making proficient use of JavaScript and principles of Data Structures and Algorithms and System Design, I made sure that I covered all the edge cases that may emerge.

• Exploring Culinary Delights: I enjoy the art of preparing delicious dishes, experimenting with flavors and techniques in the kitchen.
• Spreading Joy through Social Service: Volunteering at various NGOs brings me immense fulfillment. Whether it's serving and preparing food for the elderly at Old Age Homes or setting up water spots to help animals quench their thirst, making a positive impact in the community is a passion of mine.