Ayush Pandey

Aspiring Machine Learning Engineer

📍 Delhi, India ✉️ ayushpandey6714@gmail.com 📞 +91-8368825645

About

Results-driven B.Tech student skilled in Python and C++, with hands-on experience building machine learning applications and optimized algorithmic systems.

Education

Expected 2027 | CGPA: 8.04/10

B.Tech in Electronics & Communication Engineering

Dr. Akhilesh Das Gupta Institute of Professional Studies, Delhi

Higher Secondary Education

Mother Divine Public School, Delhi

Projects

Student Performance Prediction System

  • Built and deployed a machine learning web application that predicts student academic performance.
  • Engineered a complete data pipeline for cleaning, preprocessing, and feature engineering.
  • Deployed using Streamlit as a live, interactive tool.
Python Scikit-learn Streamlit

Backend API Rate Limiting Engine

  • Engineered a high-performance, in-memory API rate-limiting middleware using the Sliding Window Log algorithm.
  • Optimized request processing and validation to O(1) time complexity using hash maps and queues.
C++ Data Structures & Algorithms System Design

Certifications

  • Machine Learning Certification - AllSoft, in collaboration with IBM
  • Build Your Own Chatbot (CB0101EN) - IBM Developer Skills Network

Technical Skills

Python C++ Machine Learning Data Structures & Algorithms NumPy & Pandas Scikit-learn Streamlit VS Code & Jupyter