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Education

Bachelor of Technology

Amrita School of Computing - CGPA 7.17
2020 – 2024Chennai, India
Experience

ML Research Intern

Shiash info Solutions Private Limited
  • •Developed machine learning models for customer behavior prediction using logistic regression, decision trees, CNN, and random forests, achieving 85% accuracy.
    • 06/2024 – 09/2024
  • •Used OpenCV for image processing and feature extraction, boosting model performance.
  • •Performed EDA and data preprocessing (scaling, normalization) to enhance dataset quality.
  • •Optimized customer engagement strategies, increasing user satisfaction by 15% and reducing service cancellations.

    • Web Developer

    NeoDocto
  • •Built dynamic web applications using HTML, CSS, JavaScript, and backend tools like Node.js and MySql.
    • 11/2021 – 01/2022
  • •Collaborated with cross-functional teams in an agile environment to implement and optimize backend systems in Java.Conducted unit testing to ensure functionality, reliability, and performance of the backend systems.
  • •Improved website performance, increasing user retention by 20% and reducing load time by 30%.
    • Publications

    Sentiment Analysis of Telugu News Articles Decoding Textual Nuances

    Second International Conference on Emerging Trends in Information Technology and Engineering (ic-ETITE'24)

    Improved a sentiment analysis model for Telugu text utilizing BERT and natural language processing techniques. Focused on data preprocessing and feature fusion to enhance performance. Achieved an accuracy of 92.06%, providing insights into emotional context. The model supports applications in public opinion and customer sentiment analysis.

    02/2024
    Projects

    Age & Gender Detection

  • •Boosted user interaction metrics by 50% using an innovative algorithm for personalized recommendations; harnessed demographic data to optimize suggestions that resonated with target audience preferences.
    • 01/2023 – 04/2023
  • •Increased user engagement by 50% through personalized recommendations based on demographic predictions.

    • Hostel Management System

  • •Identified inefficiencies in manual hostel operations, leading to data delays and errors.
    • 09/2022 – 01/2023
  • •Developed a comprehensive management system with a secure MySQL backend, reducing processing time by 40% and managing data for over 1,000 students.

    • Tourism Guide

  • •Analyzed current navigation tools revealing usability issues; developed targeted improvements resulting in faster searches and smoother interactions for thousands of guests navigating the online booking system.
    • 08/2022 – 11/2022
  • •Built an interactive booking platform, enhancing search efficiency by 30% and improving satisfaction for over 5,000 users.
    • Courses and Certificates

    Python Programing

    HackerRank

    Front-End Development

    ProGrad
    Skills
    JAVA|PYTHON|HTML|CSS|JAVASCRIPT|SQL|GIT|Data Structures & Algorithms|AI/ML|IMS
    Awards & achievements
  • •Recognized for having the best undergraduate project, selected as the top submission for its innovation and technical excellence.

  • •Developed more than Seven Web Applications during my undergrad.