Hey there! I'm Shubh Gupta, a driven problem solver and Full Stack Development and AIML enthusiast. My journey in technology is fueled by a deep fascination for Machine Learning, Deep Learning, NLP, Explainable AI, and Computer Vision. Currently, I'm pursuing a BTech in Computer Science with a specialization in AI and ML from Bharatiya Vidya Bhavan’s Sardar Patel Institute of Technology, Mumbai.
I'm well-versed in programming languages like C, Java, Python, and web technologies such as the MERN stack (MongoDB, Express.js, React.js, Node.js). With hands-on experience in libraries and frameworks like NumPy, Pandas, Keras, and Matplotlib, I love building applications using Flask, ReactJS, NodeJS, and MongoDB. Crafting intuitive user experiences with tools like Figma and Canva is also my forte.
My project portfolio reflects my innovative approach to problem-solving. From creating Nyay, a one-stop platform for legal needs, to predictive dashboards like Fleet Risk Management, I've showcased my expertise in ML-based recommendation systems and dashboard development. Educational portals like SPIT Student Portal and FinFam, a family financial planning app, are also part of my repertoire, where I've utilized technologies like Flutter and ML libraries for application development.
In my role as a Research Intern at Koita Centre for Digital Health, IIT Bombay, I collaborate with Amazon to develop Large Language Models for the Healthcare sector, focusing on data-efficient segmentation and classification of medical images using deep learning techniques. As a Web Development Intern at SPIT, Mumbai, I led the design of the college's student portal, demonstrating my proficiency in the MERN stack.
Beyond academics and projects, my leadership as the Vice-Chairperson of CSI SPIT showcases my commitment to fostering a vibrant tech community. I've secured top positions in prestigious competitions like the Fleet Risk Business Insight Competition at Techfest'22, IIT Bombay, and emerged as the winner of DataHack 2.0 and Data2Knowledge, demonstrating my prowess in data science and machine learning.
With a blend of technical expertise, creativity, and a relentless drive for innovation, I'm excited to embark on new challenges and make meaningful contributions to the world of technology. Let's build something awesome together!
Projects
Fin-X
Get actionable business and financial insigits from events that matterPython, MERN stack, NetworkX, GCP, LLM, FinBERT, Vis.JSSkills
Experience
- Sardar Patel Institute of Technology - Web Development InternJune 2023 - August 2023
Designed and developed the student portal for the college using the MERN stack. Got complete hands-on experience in using Git, Figma, MUI, Loader functions, MongoDB, Express and ReactJS.
- Indian Institute of Technology, Bomaby - Research InternDecember 2023 - December 2023
As a Research Intern at the Koita Centre for Digital Health, IIT Bombay, since January 2024, I collaborate with Amazon for developing a Large Language Model (LLM) tailored for the healthcare sector. I contribute to enhancing LLMs and designing innovative architectures. Additionally, I work on novel models employing data-efficient segmentation and classification techniques for medical images, particularly in breast mammography and chest X-rays, utilizing deep learning, transfer learning, and federated learning methods.