I am Himanshu Kohade, a B.Tech student in Electronics and Communication Engineering at VNIT Nagpur, with a strong background in deep learning, algorithm development, and API integration. Proficient in Python, TensorFlow, Keras, C++, and various other tools, I have successfully implemented machine learning models and neural networks from scratch, showcasing my ability to handle complex technical challenges and deliver high-accuracy solutions.
Lets TalkI specialize in C, C++, and Python, excelling in problem-solving and developing optimized solutions for complex challenges. My expertise ensures efficient, high-quality software development.
I have experience in building and deploying machine learning models, working with various libraries and frameworks such as TensorFlow and scikit-learn.
Developed a CNN-based machine learning model for CAPTCHA recognition, involving data collection, preprocessing, model design, training, and evaluation. Used Python, Keras, TensorFlow, Jupyter Notebook, Pandas, and Matplotlib. Created a FastAPI application serving as an API for real-time CAPTCHA solving, ensuring seamless integration. The project resulted in a high-accuracy model with a user-friendly interface for manual testing and demonstration.
View ProjectDeveloped a neural network from scratch using NumPy, alongside practice examples and an analytical project on social media activity and emotion. Tools used: Python, NumPy, Jupyter Notebook, Pandas, Matplotlib. Successfully created a functional neural network showcased in detailed Jupyter notebooks. Also developed a method to analyze social media data for emotional trends, revealing insights into social media's impact on user emotions.
View ProjectDeveloped a C++ application to generate and solve mazes using recursive and iterative Depth-First Search (DFS) algorithms. Utilizing C++ and the SDL2 library, I created an efficient application capable of handling large mazes with customizable parameters, demonstrated through detailed visualizations.
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