About

Ayush Srivastava is an aspiring engineer with a passion for Artificial Intelligence. He is currently an Associate at Axtria - Ingenious Insights, where he applies his skills in Data Science, Machine Learning, Deep Learning, and Artificial Intelligence to solve real-world business problems. Ayush has a strong foundation in Computer Vision, Time Series Modelling, and has worked with CNNs, RNNs, LSTMs, GRUs, GANs in these domains. Ayush is currently working on a project to classify the type of damage in construction buildings using Convolution Neural Nets and transfer learning. He is a thriving analyst with the ability to apply ML techniques & algorithm development to solve real-world business problems. Ayush is skilled in Data Visualization, Predictive Analysis, Statistical Modeling, Time Series Modeling, ML Algorithms, Model Development, Data Structures & Algorithms, and Graph Theory. Ayush's technical skills include Python, C, C++, Tensorflow, Keras, Pytorch, Dynamic Programming, Trees, Python3, Linux platform, NumPy, anaconda, AWS S3, AWS Lambda, OpenCV, Pandas, Deep Learning, CNN, Computer Vision, and Artificial Intelligence. He has also worked as a Data Scientist at Sequretek, where he built a model for Anomaly Detection in Unsupervised Time Series Data in User Entity and Behavior Analytics (UEBA). He performed analysis on Windows Active Directory (AD) logs on 1M records in Python to wrangle and visualize data using statistical libraries: scikit-learn, NumPy, pandas, matplotlib. Ayush also developed user predictive models using Variational Autoencoders and LSTM to detect cyberattacks and entities that compromise an entire system. Ayush has a Master of Science degree in Mathematics and a Bachelor of Engineering in Civil Engineering from Birla Institute of Technology and Science, Pilani. He also holds a Nanodegree in Deep Learning from Udacity. Ayush's tech stack includes Deep Learning, ML, Data Scientist, AWS, Computer Vision, Research Scientist, Python, Pandas, Keras, AI, CNN, OpenCV, Tensorflow, Pytorch, and Scikit. Ayush has 1.43 years of relevant experience and is a passionate engineer who loves to explore different possibilities where AI can help us.