PavanKumar Sannidhanam

PavanKumar Sannidhanam

ML Data Engineer
India

نبذة عني

I am a ML Data Engineer with 18 months of experience, proficient in programming languages such as Python and SQL. I possess expertise in data manipulation and analysis tools such as Pandas and NumPy, as well as machine l…

الخبرة

ML Data Engineer

ASCEND INTERNATIONAL

<p>Developed an advanced PAN card text extraction system using computer vision and OCR, coupled with a font style analysis module for authentication.<br>
Enhanced document verification in financial and government sectors.<br>
Developed a product recommendation model using machine learning.<br>
Created a model to forecast which ads would have the greatest impact on specific individuals.<br>
Built a book recommender system using historical data to forecast future sales for an online store.<br>
Collected and processed data, created new features, selected a machine learning algorithm, trained the model, and evaluated its performance.<br>
Used computer vision techniques to locate and follow a ping pong ball in a video or live stream.<br>
Processed and segmented video frames to determine the ball's position in each frame.<br>
Used tracking algorithms to predict the ball's path.<br>
Developed a user-friendly chatbot using Rasa.<br>
Incorporated buttons for interaction so users could communicate without typing.<br>
Prepared training and testing data, processed it, and built a machine learning model within Rasa.<br>
Implemented a graphical user interface (GUI) with button options for chatbot interaction.</p>

المهارات

ماي إس كيو إل بايثون (لغة برمجة) قاعدة بيانات SQL C programming HTML SQL GitHub VS Code Jupyter Notebook Pandas NumPy Scikit-learn MATLAB Excel Matplotlib Seaborn Rasa TensorFlow PyTorch Flask Computer Vision OCR IoT Microcontroller Programming Wireless Communication Sensor Integration
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