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Profile

Electronics and Computer Engineering student specializing in Python, IoT, and Machine Learning. Proven ability to develop innovative solutions in embedded systems, and deep learning driven applications. Passionate about using technology to solve real-world problems, with demonstrated experience in research, publication, and collaborative project development. Eager to take on new challenges to enhance skills and contribute to team success.

Education

Bachelor of Technology in Electronics and Computer Engineering

Amrita Vishwa Vidyapeetham
2021 – 2025 | Amritapuri, India

CGPA: 7.58

Higher Secondary Education

Amrita Vidyalayam
2019 – 2021 | Thiruvalla, India

Score: 86.6%

Secondary Education

Amrita Vidyalayam
2019 | Thiruvalla, India

Score: 87.6%

Professional Experience

Research Intern

Humanitarian Technology (HuT) Labs
01/2025 – 03/2025 | Kollam, India
  • •Investigated autonomous vehicle (AV) challenges on unstructured Indian roads, specializing in pedestrian intention prediction.
  • •Co-authoring research papers on autonomous vehicle challenges and opportunities in India.
  • •Collaborating with researchers from The University of Tennessee at Chattanooga and Sustainable Mobility and Automotive Research Technology (SMART) Center to adapt AV technologies to diverse traffic conditions.

    • Project Intern

    AMMACHI Labs
    08/2024 – 12/2024 | Kollam, India
  • •Led coconut health research utilizing deep learning and built a geotagged tracking platform with Google Cloud integration.
  • •Deployed a monitoring system transforming agricultural data into actionable insights through real-time processing.
  • •Streamlined data collection pipelines with cross-functional teams, significantly enhancing agricultural productivity.
    • Projects
  • •Developed a movie recommendation system using Item-Based Collaborative Filtering (IBCF) on a dataset of 100,000+ movie ratings (MovieLens dataset).
  • •Achieved an accuracy of 82% in predicting user preferences. Implemented data pre-processing, similarity matrices, and optimized recommendations.
  • •Recognizing the growing demand for automated customer interaction, developed a Python-based NLP chatbot using the NLTK library with a text summarization feature, enabling accurate processing and response to user queries.

    • InstaMetrics - Social Media Reach Predictor

    12/2023
  • •Developed a web app which uses a machine learning model to predict Instagram post impressions using Passive Aggressive Regression, Multilinear Regression, and Random Forest.
  • •Delivered actionable insights that enhanced creators’ content strategies by 20%.
  • •Recognizing the importance of early diabetes detection for preventative measures, implemented a Python-based machine learning model to analyse key health metrics and predict the likelihood of diabetes, providing a valuable tool for early diagnosis and intervention in healthcare settings.
  • •To streamline the inefficient and time-consuming process of manual employee information management, developed a comprehensive Employee Management System using Python and SQL, resulting in increased efficiency for data management.
    • Publications

    Authored a comprehensive study on pesticide usage in Indian agriculture. Conducted mixed-method research to assess impacts on productivity and the environment, providing evidence-based recommendations for sustainable pest management strategies that influenced policy discussions.

    Authored a comprehensive paper evaluating innovative approaches to reduce implementation costs of underwater ultrasonic flow rate sensors for sustainable energy applications through optimized designs, materials, and signal processing techniques.

    Skills
    Programming Languages: Python, C, MATLAB, SQL, R, Assembly
    Frameworks/Libraries: TensorFlow, OpenCV, Scikit-learn, PyTorch, Pandas, Keras
    Hardware & Tools: Arduino, ESP32, MATLAB, Proteus
    Development Tools: Jupyter Notebook, MySQL, Cadence, Adobe Photoshop
    General Skills: Time Management, Multitasking, Team Collaboration, Adaptability, Problem-Solving, Leadership.
    Completed Coursework: Data Structures & Algorithms, Problem Solving and Algorithmic Thinking, Computer Programming, Digital Electronics, Machine Learning, Data Science, Deep Learning, Computer Networks, Database Management Systems and VLSI Design.
    Courses

    Data Science and Machine Learning

    Udemy
    04/2023

    Cloud Computing and Amazon Web Services (AWS) Fundamentals

    Udemy
    08/2023

    Intro to Machine Learning

    Kaggle
    08/2023
    Languages
    English
    Malayalam
    Tamil