Simran Agarwal Email & Phone Number

Frankfurt, Hesse, Germany

Munich Area, Germany

Design and implementation of state of the art AI solutions. As a technical consultant for Deep Learning, I am responsible for POCs with customers and design of AI solutions from initial stage to production stage.- Automatic creation of text based on product features using Graph to text networks.- Development of text annotation tool for assigning features to their corresponding text.- Computer Vision in production line.- Object detection in images/videos.

Radar Emitter Recognition using Deep Learning: - Find patterns and create new representation for radar data using simple and LSTM autoencoders- identification of radar emitters by classifying the encoded representation using SVM, MLP and CNN classifiers- identification of radar emitters by classifying radar signals directly using SVM, MLP and CNN classifiers- testing the performance of the classifiers in three challenging scenarios presented and comparison between the results

Germany

Research on Detection of Drones in Air using Neural Network. (Using Keras, Caffee, Python)

Germany

The internship was completed in three phases:- Extensive research on self-similarity and find out appropriate model for the same.- Implementation of the model. The steps involved creation of image specific and database specific codebook, segmentation of images using K-means, sliding-window technique, Discrete Cosine Transform, and classification of objects in the image using Bag of Visual Words. (using C++, OpenCV, QT, Intel VTune Amplifier)- Optimization of the model, testing and evaluation under different situation and scenarios.

Germany

Implement basic Genetic Algorithms to find fittest individuals for reproduction to produce some off-springs for the next generation. (using Matlab)

Germany

1. Algorithm development to find if input encoder should perform spherical rotation to video sequences prior to encoding.2. Finding Optical Flow, Focus of Expansion and Focus of Contraction in 360 degree video sequences. (using C++, OpenCV, Qtcreator)

Germany

I was involved in the following projects as a student assistant: 1. Computation of homographies for repeating structure in an image (using OpenCV, QtCreator, C++)2. Optimisation of homographies (using Matlab)

New Delhi Area, India

Worked on Multichannel Signal Segmentation and Feature Extraction

Worked on 'University Network Management' based on CCNA Technology

Master'S Degree, Electrical, Electronics And Communications Engineering

Bachelor'S Degree, Electrical, Electronics And Communications Engineering