About

Abhishek Gupta is a highly skilled Data Scientist with over 7 years of experience in the field. He is currently working as a Data Scientist at Aspen Technology, where he focuses on Industrial Artificial Intelligence, Machine Learning, Reinforcement Learning, and Optimizations. Abhishek has a strong background in Data Mining, including Simulation, Transformation, EDA, Modelling, Multi-core training, and Analysis. He is also proficient in Deep Reinforcement Learning, Policy Gradient, and Proximal Policy Optimizations. Abhishek has extensive experience in Unsupervised Learning, including k-means, DBSCAN, Gaussian, and Deep Embedding Clustering. He is also skilled in Supervised Learning, particularly Time Series Forecasting using Recurrent Neural Networks, Deep Learning, Random Forest, Linear, Logistic, Lasso, Rigde regressions for predictive modelling. Abhishek is proficient in Visualization tools such as Tensorboard, Matplotlib, Tableau, and PowerPoint. Abhishek has worked with several companies in the past, including Honeywell, where he worked as a Data Scientist, and QuickLogic, where he worked as a Software QA/Product Engineer. At Honeywell, Abhishek focused on Machine Learning for Natural Language Processing, Supervised and Unsupervised Learning. He also worked on NLP Tasks such as Fault type prediction, Time to Fix prediction, and Text Summarization. Abhishek is proficient in NLP Tools such as nltk, word2vec, gensim, glove, numpy, pandas, sklearn, keras, and matplotlib. Abhishek has a Bachelor of Technology degree in Chemical Engineering from the Indian Institute of Technology, Delhi, and a Master of Science degree in Business Analytics from Arizona State University - W. P. Carey School of Business. He is proficient in several TechStacks, including Data Scientist, Research Scientist, Reinforcement Learning, SVM, Random Forest, ML, CNN, RNN, GAN, Deep Learning, Supervised Learning, Neural Networks, Keras, Word2Vec, Stemming, NLP, Scikit, Pandas, qa, Software Engineer, and CI/CD.