Data Science
Work Experience
MACHINE LEARNING INTERN | June 2023 – July 2023
Suvidha Foundation (Suvidha Mahila Mandal) - Nagpur
- Delivered 92% accuracy in customer churn prediction using TensorFlow and Keras while optimizing productivity by reducing training time by 40% through optimal usage of resources.
- Enhanced underprivileged students’ educational outcomes by improving intervention effectiveness by 30% through confusion matrix analysis and increasing accessibility with a resource-efficient CNN model.
MANAGEMENT COMMITTEE MEMBER | September 2022 – May 2023
Economics and Finance Society of Manipal - Manipal
- Mentored 15 members to elevate programming skills in C, C++, and Python, yielding a 20% boost in code quality, and collaborated on 3 impactful Finance, FinTech, and Economic Development projects.
- Organized the ‘Manipal Trading League,’ immersing 200+ students from 10 colleges in practical stock trading experiences and elevating financial literacy by 25% through post-event surveys evaluating stock market comprehension.
MANAGEMENT COMMITTEE MEMBER | February 2022 – Jan 2023
IECSE MIT Manipal - Manipal
- Proficient in Machine Learning, led a team to coordinate impactful events attended by over 100 participants.
- Skilled in DSA, collaborated with diverse clubs to conduct workshops and projects, promoting cross-disciplinary engagement and knowledge sharing.
Projects and Achievements
Medicinal Herb Classifier | Python - TensorFlow | Streamlit | AI Chatbot
Medicinal Herb Classifier
Implemented a real-time Emotion Detection Developed a Medicinal Herb Classifier for the Smart India Hackathon 2023, securing 9th place among 200+ teams. Built a precise herb identification system using TensorFlow and created a user-friendly interface with Streamlit. Integrated an AI chatbot for real-time herb information.
Disk Management System using Python | Python - CustomTkinter | shutil | psutil | hashlib
Disk Management System using Python
Secured 2nd runner-up position in Tally Code Brewers 2023 hackathon, developing a fully functional Disk Management System utilizing Python skills for backend and front-end using Tkinter. The project features included efficient file organization, real-time disk space analysis, and a user-friendly graphical interface.
Sign Language Recognition using LSTM Deep Learning algorithm
Developed a sign language recognition system using LSTM deep learning architecture to capture temporal dependencies in sign language gestures achieving high accuracy and real-time performance.
TECHNICAL SKILLS
- Languages: Java, Python, C/C++, MySQL(Database), HTML/CSS, Hadoop, Spark
- Developer Tools: TensorFlow, Keras, VS Code, PyTorch, PyCharm, Flutter, Figma
- Libraries: OpenCV, Pandas, NumPy, Matplotlib, Seaborn, Scikit-Learn, Spark Streaming, MLlib, Apache Hive, NLTK
- Visualization Tools: PowerBI
EDUCATION
Manipal Institute of Technology - Manipal, KA | Bachelor of Technology
Data Science Engineering, 2025
Current CGPA: 8.66
Abu Dhabi Indian School - Abu Dhabi, UAE | Diploma of Higher Education
Science, 2021
- Grade: 95.4% in CBSE Grade 12 Examination
- Grade: 97.4% in CBSE Grade 10 Examination