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Johnaaron0108/README.md

πŸ‘‹ Hi, I'm Sai Rohan

Machine Learning Developer | Python Enthusiast | AI Explorer


πŸ“Œ About Me

I’m an engineering student and a passionate Machine Learning developer who loves building models and systems that solve real-world problems.
From computer vision to time-series forecasting and multi-modal AI, I enjoy experimenting with data, algorithms, and intelligent systems.


πŸš€ Featured Projects

πŸš€ Rocket Launch Assist Agent

An AI-powered agent that integrates historical + real-time weather data to evaluate rocket launch conditions.
It combines rule-based safety checks with LLM reasoning for intelligent recommendations.

πŸ”— View Project


πŸͺ– Helmet Detection (CNN_Helmet_Pred)

A computer vision project using Convolutional Neural Networks to detect helmets in images.

πŸ”— View Project


⏳ Time Series Weather Prediction (LSTM)

A deep learning project leveraging LSTM networks for weather forecasting using time-series data.

πŸ”— View Project


πŸ”€ Cross-Modal Retrieval

An advanced ML project for retrieving related text ↔ images by mapping them into a shared embedding space.

πŸ”— View Project


πŸ› οΈ Tech Stack


πŸ“Œ Pinned Projects


πŸ“« Connect with Me


"Data is the new oil, but models are the engines."

Pinned Loading

  1. CNN_Helmet_Pred CNN_Helmet_Pred Public

    This CNN model detects helmets in images using six convolutional layers with batch normalization and max pooling, followed by dense layers with Elastic Net regularization and dropout. It processes …

    Jupyter Notebook

  2. chatbot-nlp chatbot-nlp Public

    This project is a context-based chatbot built using Python, NLTK, and a deep neural network (Keras).

    Jupyter Notebook

  3. Time_Ser_LSTM Time_Ser_LSTM Public

    Developed a deep learning model using LSTM to predict future weather parameters based on historical time-series data. Preprocessed and trained on meteorological datasets and evaluated model perform…

    Jupyter Notebook

  4. Cross_model_retrieval Cross_model_retrieval Public

    Cross-modal retrieval model using ResNet50 for images and a text encoder for text. Projects both into a shared embedding space with unit normalization and trains via contrastive InfoNCE loss for im…

    Jupyter Notebook

  5. Rocket_launchin_aaist_AGENT Rocket_launchin_aaist_AGENT Public

    Built an AI-powered agent that integrates historical and real-time weather data via APIs, combined rule-based analysis with LLM-driven natural language interface to evaluate weather conditions and …

    Jupyter Notebook