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manishkolla/README.md

Hi there πŸ‘‹

Hi, I'm Manish Kolla πŸ‘‹

πŸŽ“ Education
I'm a senior Computer Science student at Georgia State University, Honors College, with a certificate in Data Science. I currently have a GPA of 3.95 and plan to graduate in May 2025. I've been recognized on the President's List four times and the Dean's List twice, and I was a nominee for the Undergraduate Research Award.

πŸ“š Relevant Coursework
Data Mining, Artificial Intelligence, Machine Learning, Digital Image Processing, Software Engineering, Linear Algebra, Data Structures and Algorithms.

πŸ› οΈ Skills

Programming Languages:
Python JavaScript HTML CSS SQL C

Frameworks & Tools:
Django TensorFlow AWS Flask Firebase OpenAI Selenium NLP Linux Splunk Jenkins Databricks

Experienced Roles:

  • Former ADP Data Science / Machine Learning Intern
  • Data Scientist
  • Machine Learning Engineer
  • AI Engineer
  • Software Developer
  • Research Analyst
  • Mathematics Tutor

πŸ‘₯ Leadership & Affiliations

  • President: Indian Student Organization (January 2023 - Present)
  • Member: Mathematical Association of America, Association for Computing Machinery

Projects

  • Career Swipe: Developed an AI-powered platform for skills-based matching between employers and students using TypeScript, Node.js, Django, Flask, and GenAI. Deployed with Firebase and managed using Agile/Scrum methodologies.
  • Zillow Home Price Prediction: Applied CRISP-DM and ML algorithms to predict future home prices using historical data and inflation adjustments.
  • Airline Data Analysis: Analyzed airport delays using Data Mining and Machine Learning to identify delay patterns and causes.
  • Movie Genre Recognition from Posters: Created a CNN-based system for classifying movie genres from posters.

🌐 LinkedIn Profile
LinkedIn

Hobbies

  • Travelling
  • Cuisine
  • Music
  • Badminton

πŸ“Š GitHub Stats
Manish's GitHub stats

Pinned Loading

  1. Career-Swipe Career-Swipe Public

    Forked from CSC-4351-FL2024-Tuesday/Team4

    CareerSwipe

    HTML 1

  2. Movie-Genre-Recognition-from-Posters Movie-Genre-Recognition-from-Posters Public

    Jupyter Notebook 1

  3. Airline-Data-Analysis Airline-Data-Analysis Public

    Analyzing airports and days of week with maximum and least number of arrival/departure delays

    Jupyter Notebook 1

  4. ClassScheduler ClassScheduler Public

    HTML 1

  5. B-Tree-Implementation-and-Automated-Data-Insertion B-Tree-Implementation-and-Automated-Data-Insertion Public

    Complete functional BTree with efficient data insertion/searching/removal with real time data manipulations

    Jupyter Notebook 1

  6. Zillow-Home-Value-Prediction Zillow-Home-Value-Prediction Public

    CSC 4740/ CSC 6780

    Jupyter Notebook 1