ATULYA DEEP

OFI

Data Scientist

June 13, 2026 – Present

Neuro-Genetic-disorder-prediction

November 20, 2022 – February 15, 2023

Using ANN for prediction of neuro genetic disorder

LSTM-network-for-Named-Entity-recognition

November 11, 2022 – January 5, 2023

LSTM network for Named Entity recognition

RNN-for-Character-level-language-modeling

November 10, 2022 – January 8, 2023

RNN-for-Character-level-language-modeling — GitHub repository

Image-classification-transfer-learning

October 29, 2022 – November 5, 2022

Transfer learning implementation using VGG16 model to classify images

Image-classification

October 21, 2022 – January 8, 2023

Using Le net and ResNet

Optimizing-neural-networks

October 1, 2022 – October 10, 2022

Optimizing neural networks using L2 regularization, Dropout, data augmentation and early stopping.

Linear-regression-with-stochastic-gradient-descent

September 19, 2022 – September 27, 2022

Implement linear regression with (i) stochastic gradient descent. and (ii) stochastic mini-batch gradient descent. Comparing the results

Object-dectection-using-YOLO

August 31, 2022 – September 7, 2022

YOLO is an acronym that stands for You Only Look Once. We are employing Version 5, which was launched by Ultralytics in June 2020 and is now the most advanced object identification algorithm available. It is a novel convolutional neural network (CNN) that detects objects in real-time with great accuracy. This approach uses a single neural network to process the entire picture, then separates it into parts and predicts bounding boxes and probabilities for each component. These bounding boxes are weighted by the expected probability. The method “just looks once” at the image in the sense that it makes predictions after only one forward propagation run through the neural network. It then delivers detected items after non-max suppression (which ensures that the object detection algorithm only identifies each object once)

Attendance-system-using-Facial-Recognition

August 3, 2022 – February 2, 2023

Attendance-system-using-Facial-Recognition — GitHub repository

Deep-Learning-Workshop---Furniture-Detection

June 2, 2022 – June 6, 2022

Furniture Detection using YOLOv5