Hello Everyone...
I'm Dileep
A Passionate Frontend Developer Specializing With Web Experience Using HTML , CSS , JavaScript
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A Passionate Frontend Developer Specializing With Web Experience Using HTML , CSS , JavaScript
Know More
Hi, I’m Dileep Kumar — And I recently graduate in Artificial Intelligence and Machine Learning .
With a strong foundation in Python, SQL, and Full-Stack Web Development, I’ve gained hands-on experience through internships and academic projects. And I worked on real-world applications like Dynamic Pricing Prediction with machine learning alogoritham, and also worked in Visual Question Answering model. addtionally,i worked in Website bot integrated with telegram .
Let’s connect and build something meaningful together. 🚀
• Developed dynamic pricing prediction system using machine learning models such as XGBoost, LightGBM, CatBoost, and Random Forest Regressor for accurate price forecasting. • Performed data collection, preprocessing, and feature engineering to improve model accuracy and handle real-time market trends and customer behavior data.
• Designed and implemented machine learning module to train, evaluate, and optimize models for real-time pricing adjustments.
• Analyzed system performance and Model Evaluation Metrics (RMSE, MAE),R2 Score.
• Developed a Visual Question Answering (VQA) model to generate answers from image-based queries by integrating computer vision and NLP techniques.
•Implemented image processing and feature extraction using pre-trained CNN models for object detection and scene understanding.
• NLP pipeline for question understanding, including text preprocessing, tokenization, and embedding generation. •Evaluated and fine-tuned model performance using validation datasets and performance metrics to improve answer accuracy
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A glimpse into the skills and experiences gained during internships.
