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lekenzi/README.md

Deon Levon Dmello

LinkedIn Email

About Me

Highly motivated and detail-oriented student with a fervent passion for programming and technology. Currently pursuing a degree in Computer Science Engineering with a specialization in AI&ML, showcasing proficiency in languages such as C++, and Python, and expertise in web development and machine learning. Eager to leverage my skills in problem-solving, innovation, and collaborative teamwork to contribute effectively in an entry-level role within a dynamic organization.

Education

REVA UNIVERSITY

  • B.Tech in Computer Engineering (AI & ML)
  • Expected Graduation: July 2024
  • CGPA: 8.0

IIT MADRAS

  • BS in Programming and Data Science
  • Expected Graduation: December 2026
  • CGPA: 7.1

ST. CLARET PU COLLEGE

  • Subjects: Physics, Chemistry, Mathematics, Computer Science
  • Graduation: June 2020
  • Percentage: 90%

Certifications

Skills

Programming

Python  HTML5  CSS3  JavaScript  C++  C  Java 

Database

MySQL  MongoDB  PostgreSQL 

Machine Learning

scikit-learn  TensorFlow  PyTorch 

Tools/Applications

Visual Studio Code  Jupyter Notebook  Google Colab  IntelliJ IDEA

Operating Systems

Windows  Linux  macOS 

Projects

WaterB&B | September 2023

  • WaterB&B integrates Node.js, MongoDB, and Bootstrap to create an immersive and secure platform for property hosting and reviews.
  • The project's focus is on delivering a seamless user experience, with particular attention to secure authentication.
  • Engineered with precision, WaterB&B aims to elevate user engagement and foster enhanced interactions within the realm of property hosting.

Keywords: Full-Stack Web Development, Node.js, MongoDB, Bootstrap, Secure Authentication.

PubMed200kClassifier | January 2024

  • Developed the PubMed200kSolverNotebook intending to construct an NLP model for medical paper comprehension, focusing on a classification problem.
  • Took inspiration from the paper "PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts" to utilize its dataset for training the NLP model.
  • Successfully implemented the classification model, achieving an impressive accuracy rate of 87% in NLP tasks related to medical abstracts.

Keywords: NLP, sci-kit-learn, TensorFlow, Sequential Sentence Classification, Neural Networks, Artificial Intelligence.

Food101 | September 2023

  • Engineered and implemented a Food101 image classification model, showcasing proficiency in machine learning and deep learning techniques.
  • Optimized model performance through meticulous fine-tuning, resulting in improved accuracy and effectiveness in food category predictions.
  • Collaborated on the deployment of the image classifier, ensuring a smooth integration into production systems and practical application of the machine learning solution.

Keywords: Image Classification, Data Science, CNN, Transfer Learning, Machine Learning, Model Optimization, Deployment, Fine-Tuning, Deep Learning.

Leadership

  • 2022: Group Leader-22 (Certificate for POR)
  • 2021: Organized and led a successful coding competition
  • 2021: Contributed as a valuable member of the hackathon management team

Pinned Loading

  1. PubMed200kSolver PubMed200kSolver Public

    Jupyter Notebook

  2. PyTorch-Journey PyTorch-Journey Public

    Jupyter Notebook

  3. efficient_net_food101 efficient_net_food101 Public

    Jupyter Notebook

  4. deondmello16.github.io-revacalculator deondmello16.github.io-revacalculator Public

    JavaScript

  5. IVR IVR Public

    A user-friendly Interactive Voice Response (IVR) system that utilizes voice input to answer frequently asked questions (FAQs) from a database. The IVR simplifies user interactions by providing auto…

    Python