Avinash Kumar

About

Computer Science undergraduate with hands-on experience in data analytics, machine learning, Python, SQL, and predictive modeling. Experienced in data preprocessing, exploratory data analysis, model development, and API-based applications, with interest in data analytics, data science, and Python development roles.

Education

• Bachelor of Technology - B.Tech
  Swami Vivekananda Subharti University
  Computer Science · Aug 2023 – Sep 2027

Skills

• SQL
• C
• Python
• Node.js
• Feature Engineering
• NumPy
• Pandas
• scikit-learn
• React
• Flask
• TensorFlow
• API Integration Understanding
• Apache Superset
• Pre-processing

Projects

• AI-Based Skin Disease Detection (DermaVision)
  CNN, Flask, REST API

  Developed a CNN-based deep learning model for multi-class skin disease classification. Trained on 3,000+ labeled images with preprocessing and data augmentation, and integrated with a Flask backend for real-time prediction through a REST API.

• Student Performance Prediction System
  Regression, EDA, Predictive Modeling

  Built a regression model achieving an RMSE of 3.2 using academic datasets. Performed EDA on 1,000+ records to identify key factors influencing student performance and generated accuracy-backed performance predictions.

• AI Healthcare Triage Assistant
  Machine Learning, Flask API

  Designed an ML-based decision-support system to classify patient risk levels and support early diagnosis. Deployed the application through a Flask API for real-time interaction and automated risk score calculation.

Courses & certifications

• Python for AI · IBM SkillsBuild / NASSCOM
• Python Programming · Internshala
• AI Certification · IBM SkillsBuild / Cetpa
• Web Development · Cetpa
• Backend & API Development · .NET