UC

Upendra Challa

Computer Science graduate · Aspiring Machine Learning / Data Analyst

Hyderabad, Telangana, India

@upendra_challa

0 followers

About

Computer Science graduate with hands-on experience building and deploying machine learning models on real-world datasets. Experienced in Python, SQL, statistics, and end-to-end ML workflows including preprocessing, feature engineering, model tuning, and Streamlit deployment.

Experience

  • Python Developer Intern
    Noki Technologies
    Dec 2025 – Mar 2026
  • Data Analyst Intern
    Elevate Labs
    Sep 2025 – Nov 2025

Education

  • B.Tech
    Computer Science & Engineering · 2022 – 2026
  • Qualification
    MSR Junior College
    MPC · 2019 – 2021
  • SSC
    Chimakurthy High School
    2018 – 2019

Skills

Tools / apps / platforms

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
Amazon Web Services AWS

Languages

Fluent Fluent Comfortable using it for work.
English Speak · Read · Write

Projects

  • AI Customer Chatbot
    Python, NLP, Intent Recognition

    Built a Python-based chatbot using intent recognition and NLP techniques to classify and respond to customer queries.

  • AI Intrusion Detection and Prevention System
    Python, ML Classification, Feature Extraction

    Built an ML classification system to detect anomalous network activity from large-scale traffic data using feature extraction and real-time flagging.

  • Restaurant Recommendation Engine
    Python, XGBoost, Feature Engineering

    Engineered features from order history and metadata; trained an XGBoost classifier to predict customer-vendor match probability.

  • Accident Severity Prediction System
    Python, scikit-learn, XGBoost, CatBoost, Streamlit

    Engineered an end-to-end ML pipeline on real-world traffic data; trained and compared 7 models with GridSearchCV hyperparameter tuning; deployed via Streamlit for live predictions.

Courses & certifications

  • MePro Certification, Level 10 · MePro
  • Networking Basics · Cisco
  • Programming Essentials · Cisco
  • AI & ML Internship · Eduskills
  • Machine Learning Internship · AWS

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