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Naveen Pandey

@naveenpandey

Data Scientist

Greater Noida, India

https://naveenpandey27.github.io

Technocolabs SoftwaresSikkim Manipal University

Naveen Pandey is a skilled Data Scientist with expertise in developing advanced machine learning and deep learning solutions. His technical proficiency spans Computer Vision, Natural Language Processing, and predictive modeling using frameworks like TensorFlow and PyTorch. He has experience building and deploying applications, including CNNs for image classification and web apps for fake news detection, demonstrating a strong ability to drive business growth through data.

Experience

Deep Learning Application Developer Intern

Technocolabs Softwares

Internship•Invalid Date - Invalid Date•Indore, Madhya Pradesh, India

Bitcoin Price Prediction Application using Deep Learning. Building an AI Assistant (Chrome Extension) that dealing with the Google search engine that takes input from the user and provides relevant data in the given technology domain. Successfully designed and implemented a Convolutional Neural Network (CNN) in TensorFlow for image classification, achieving an outstanding accuracy rate of over 95% by converting the final layer to a Support Vector Machine (SVM). Collected and annotated a dataset of over 5,000 images for object detection tasks, trained YOLO v5 models achieving high accuracy on target objects. Leveraged advanced image processing techniques, such as histogram equalization and noise removal, to significantly improve the quality of the images, resulting in an 80% boost in accuracy for a Mask RCNN model.

Junior Data Scientist

Algo8.ai

•Invalid Date - Invalid Date•Noida, Uttar Pradesh, India

Education

Sikkim Manipal University

Bachelor of Science

Information Technology

Jan 2017 - Jan 2020

Skills

Python
NumPy
Pandas
Scikit-learn
Keras
Tensorflow
Linear Regression
Logistic Regression
Lasso
Ridge Regression
Decision Tree
Random Forest
Gradient Boosting
XGBoost
Ada Boost
Knn
Support Vector Machines (SVM)
K-means Clustering
Hierarchical Clustering
Agglomerative Clustering
DBSCAN
Matplotlib
Seaborn
Artificial Neural Network
Convolutional Neural Networks
Recurrent Neural Network
ResNet50
ResNet101
ResNext101
Inception V3
Mobile-Net
Faster RCNN
Single Shot Detector (SSD)
YOLO
TensorFlow Object Detection API
Mask R-CNN
OpenCV
Pillow
NLTK
SpaCy
SQL Server
C++
HTML
CSS
Flask
Streamlit
Linux
Heroku
Streamlit cloud