Summary
Overview
Work History
Education
Skills
Accomplishments
Languages
Certification
Websites
Timeline
Generic

X Antony Marian Mcchenzi

Thoothukudi

Summary

Results-driven Artificial Intelligence Intern at Postulate Info Tech with expertise in machine learning and data preprocessing. Developed a predictive model for mushroom classification, achieving high accuracy through advanced feature engineering techniques. Proficient in Python programming and adept at transforming complex data into actionable insights.

Overview

1
1
Certification

Work History

Artificial Intelligence Intern

Postulate Info Tech
Thoothukudi
02.2025 - 05.2025
  • Developed predictive model to classify mushrooms as edible or poisonous using machine learning techniques.
    Conducted comprehensive data preprocessing, including label encoding, feature selection, and data balancing.
    Tested multiple classification algorithms, including Decision Trees, Random Forest, and Naive Bayes.
    Evaluated model performance using metrics such as accuracy, precision, recall, and F1-score.
    Achieved high classification accuracy, demonstrating expertise in supervised learning and model evaluation.
    Applied advanced feature engineering to enhance predictive capabilities within biological context.
    Utilized labeled dataset from UCI Machine Learning Repository for effective training and validation.

Education

Bachelor of Engineering - Computer Science

St. Mother Theresa Engineering College
Thoothukudi

Skills

  • Machine learning
  • Data preprocessing
  • Predictive modeling
  • Statistical analysis
  • Natural language processing
  • Database management
  • R programming
  • Data analytics
  • Python programming
  • Data warehousing
  • Critical thinking

Accomplishments

  • Self-supervised learning for small-scale medical imaging dataset
    World Journal of Advanced Engineering Technology and Sciences International • Nov 7, 2024
  • Outlier Model for Patient Convalescence in Speech Therapy Using knowledge Engineering
    https://www.jetir.org • Sep 23, 2024

Languages

Tamil
First Language
English
Proficient (C2)
C2
Hindi
Advanced (C1)
C1

Certification

  • Data Science With R : Tidyverse udemy (Online)
    Apr 2025 - Present
    Statistics For Data Science And Business Analysis
    udemy (Online)
    Mar 2025 - Apr 2025
    Machine Learning A-Z: Al, Python & R +
    Chatgpt Prize [2025] udemy (Online)
    Oct 2024 - Mar 2025
    Python For Data Science And Machine
    Learning Bootcamp udemy (Online)
    Aug 2024 - Oct 2024

Timeline

Artificial Intelligence Intern

Postulate Info Tech
02.2025 - 05.2025

Bachelor of Engineering - Computer Science

St. Mother Theresa Engineering College

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X Antony Marian Mcchenzi