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Amarnath Reddy Dhanireddy

Software Engineer • Chennai, India • r***************@gmail.com • 939****729 • drivetube.ai/•••••

Professional Summary

Machine Learning Engineer with 0 years of experience applying AI and ML techniques to build predictive models and deep learning solutions. Hands-on experience in data preprocessing, exploratory data analysis, model development, and visualization from academic projects and an internship. Skilled in Python, TensorFlow, PyTorch, scikit-learn, Pandas, and Power BI/Tableau.

Technical Skills

Programming Languages: Python,C,Java
Web Technologies: HTML,CSS
Frameworks and Libraries: scikit-learn,TensorFlow,PyTorch,Pandas,NumPy,Matplotlib
Cloud and DevOps: Microsoft Azure,AWS
Data and Analytics: Supervised Learning,Unsupervised Learning,Feature Engineering,Tableau,Power BI
Tools and Methodologies: GitHub,PyCharm,VSCode,MS Excel
Deep Learning & Vision: Vision Transformers,Contrastive Learning
Soft Skills: Analytical Problem-Solving,Effective Communication,Time Management

Work Experience

The Skybrisk
Data Science Intern
Dec 2025 – Jun 2026
Internship supporting data analysis, preprocessing, EDA, visualization and predictive modeling to inform business decisions.
Tech Stack: Python, Pandas, NumPy, scikit-learn, Matplotlib, Tableau, Power BI, GitHub
  • Analyzed and preprocessed structured and unstructured datasets using Python, Pandas and NumPy to improve data consistency and readiness for modeling.
  • Designed and executed exploratory data analysis (EDA) workflows and created visualizations with Matplotlib and Tableau/Power BI to reveal trends, correlations, and key business signals.
  • Performed feature engineering and data transformation to enhance predictive signal used by classification and regression models developed in scikit-learn.
  • Developed and evaluated supervised machine learning models, applying model selection, cross-validation, and metric-based comparison to choose robust algorithms.
  • Implemented automated data-cleaning scripts and reusable preprocessing pipelines in Python to streamline experiment setup and reduce repetitive manual work.
  • Documented modeling decisions, data issues, and analysis results; prepared interpretive visual reports to communicate findings to non-technical stakeholders.

Projects

Deepfake Detection Using Vision Transformers (ViT) and Contrastive Learning
Tools Used: Vision Transformers, Contrastive Learning, PyTorch, TensorFlow, Python, NumPy, Pandas
  • Built a ViT-based pipeline to detect manipulated media, applying contrastive learning to improve feature separability between authentic and fake samples.
  • Conducted data preprocessing, augmentation and training experiments to increase model robustness to common tampering techniques and domain shifts.
  • Compared model performance against baseline CNNs and performed error analysis to identify failure modes and guide iterative improvements.
Online Banking System
Tools Used: Java, OOP, Collections Framework, Input Validation
  • Implemented a Core Java-based online banking system using OOP principles to model accounts, transactions and customer operations.
  • Developed secure transaction handling modules with input validation and exception management to simulate real-world banking workflows.
  • Used Java Collections to manage account data and implemented unit-level checks to ensure data integrity across operations.
Customer Churn Prediction Using Machine Learning
Tools Used: Python, Pandas, scikit-learn, Matplotlib, Feature Engineering
  • Developed a churn-prediction model using historical customer data to support proactive retention strategies.
  • Performed data cleaning, EDA, feature engineering and visualization to identify key factors influencing churn and inform model features.
  • Trained and validated classification models in scikit-learn and compared performance using precision, recall and ROC analysis.

Education

Saveetha Engineering College
B-Tech - AI & ML • Chennai, India • 2021 – 2025
SGM Krishna Murthy Jr College
Senior Secondary • Nellore, India • 2019 – 2021
SNPHS High School
Secondary Education • Nellore, India • 2010 – 2019

Certifications

Introduction To Artificial Intelligence — LinkedIn Learning
Machine Learning Using Python
Java Full Stack Certification — Wipro
Introduction to Microsoft Azure Cloud Services — Microsoft

Achievements

  • College hackathons - recognized for problem-solving and teamwork
  • Active contributor to college workshops and coding competitions
  • Top performance in Java development and practical ML projects

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