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1. ScrapInspectionViT-FastAPI-6C102K ScrapInspectionViT-FastAPI-6C102K Public

   AI based steel scrap inspection system using Vision Transformer fine-tuned on 102k images. Deployed with FastAPI for real-time predictions, supporting efficient and sustainable steel recycling thro…

   Jupyter Notebook

2. LSTM-based-Soft-Sensor-for-Estimating-Nitrate-Concentration-in-Aquaponics-Pond LSTM-based-Soft-Sensor-for-Estimating-Nitrate-Concentration-in-Aquaponics-Pond Public

   This repository contains code for an LSTM-based soft sensor designed to estimate nitrate concentration in aquaponics ponds, offering real-time insights into water quality for improved management an…

   Jupyter Notebook 7

3. Efficient-SRU-Optimization-via-Deep-Learning-driven-LSTM-Dynamical-Models Efficient-SRU-Optimization-via-Deep-Learning-driven-LSTM-Dynamical-Models Public

   Applied LSTM networks to estimate key variables in a sulfur recovery unit (SRU) of a refinery plant. Achieved accurate predictions for process optimization, even in offline analyzer scenarios. Resu…

   Jupyter Notebook 2

4. ML-Based-Vehicle-Predictive-Maintenance-System-with-Real-Time-Visualization ML-Based-Vehicle-Predictive-Maintenance-System-with-Real-Time-Visualization Public

   AI-driven predictive maintenance for vehicles using GBM models on real-time sensor data. Proactive fleet management, cost reduction, and efficient transportation enabled by forecasting maintenance …

   Jupyter Notebook 18 5

5. Tiny-Transformer-from-Scratch-NumPy-to-PyTorch Tiny-Transformer-from-Scratch-NumPy-to-PyTorch Public

   Implemented a Tiny Transformer model from scratch using NumPy, replicating the "Attention Is All You Need" architecture. Later, I ported it to PyTorch for efficient GPU-accelerated training. This p…

   Jupyter Notebook

6. AI-Research-Analyzer AI-Research-Analyzer Public

   AI-powered research paper analyzer that extracts key insights and identifies research gaps from PDF academic papers. Built using RAG (Retrieval-Augmented Generation), Sentence Transformers, FAISS, …

   Python