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manishkolla/README.md

Hi, I'm Manish Kolla 👋

🎓 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. Additionally, I serve as the President of the Indian Student Organization and have been working as a research analyst for the past two years.

📚 Relevant Coursework
Data Mining, Artificial Intelligence, Machine Learning, Software Engineering, Database Systems, Linear Algebra, Multivariable Calculus, Data Structures and Algorithms.

🛠️ 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

👥 Leadership & Affiliations

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

Projects

  • Career Wide: 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.
  • GenAI University Chatbot: Developed a Retrieval-Augmented Generation (RAG) chatbot for a website, streamlining user interaction by providing instant answers, reducing server load, and enhancing user experience beyond traditional navigation.
  • 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.
  • Multi Threaded Web Crawler: Developed a multi-threaded web crawler in Java using Jsoup and ExecutorService to efficiently explore and extract data from websites. It ensures only valid, unvisited links are processed and supports resuming from saved states.

🌐 LinkedIn Profile
LinkedIn

Hobbies

  • Travelling
  • Cuisine
  • Music
  • Badminton

📊 GitHub Stats
Manish's GitHub stats

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  1. GenAI_University_Chatbot GenAI_University_Chatbot Public

    Imagine a website where users can skip complex navigation and get instant answers with just a question. This project explores how a Retrieval-Augmented Generation (RAG) chatbot reduces server load …

    Python

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

    CNN-based method for movie genre classification from posters, with data pre-processing (one-hot encoding, missing values, imbalance, resizing). Performance compared to LeNet, AlexNet, VGG, ResNet-5…

    Jupyter Notebook 1

  3. Career-Swipe Career-Swipe Public

    Forked from CSC-4351-FL2024-Tuesday/Team4

    CareerSwipe

    HTML 1

  4. 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

  5. ClassScheduler ClassScheduler Public

    This application simplifies class scheduling for Georgia State University students. It uses a user-friendly interface to create draft schedules based on past coursework, preferences, and course ava…

    HTML 1

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

    To address the impact of rising house prices on the economy, we built a machine learning model resistant to market trends. We experimented with Random Forest and Linear Regression models, employing…

    Jupyter Notebook 1