Harsh Maheshwari Email and Phone Number

I am an IIT Bombay graduate Data Scientist with undergraduate degree in chemical Engineering and 2 years of hands-on experience designing, building and managing the complex production lifecycle of end-to-end machine learning pipelines. I am a self managed individual who can manage multiple stakeholders and get the required context to conceptualise goals and implement solutions tailored to the market situation. I hone the ability to scope out a task and implement a balanced solution taking into consideration the computational complexity and other restrictions. Always trying to stay current on the latest machine learning research relevant to the problems at hand. I take pride in leading by showing and knowing how. Ready to roll up the sleeves and do anything to get the job done and well - no task is menial or tedious. Do visit my portfolio at harsh-maheshwari.github.ioHands on Experience in Deep Learning and Machine Learning- Supervised Learning: Linear and Logistic Regression, Gradient Boosting Machines (XGBoost, LightGBM, CATBoost), Random Forests, Support Vector Machines- Unsupervised Learning: K-means Clustering, Generative Adversarial Networks.- Additional Architectures: CNNs, U-Net, RNNs (LSTM, GRU), Transformers, BERT, Temporal Attention, Multi-Head Attention, Hierarchical Attention- Embeddings and methods : Word2Vec, Doc2Vec, Glove- Dimensionality Reduction : TSNE, Principal Component Analysis, Clustering- Probability Distribution Models : Gaussian Mixture Models, Gamma Models etc - Nonparametric Methods I have strong foundations in the mathematical aspects including Linear Algebra, Probability Theory, Statistical Modelling, Analysis of Variance, Convex Optimisation, Hypothesis TestingBasic Theoretical Understanding in Reinforcement Learning: Q-learning, Deep Q-Networks, Deep Deterministic Policy GradientTechnology stack:Tensorflow 2.X Universe, Tensorflow Extended (TFX), Kubeflow, Apache Beam, Dataflow & Kubernetes, Unix Shell Scripting, Python, Sklearn, OpenCV, Pytorch, Torch, Numpy, Pandas, PySpark, Matplotlib, Seaborn, Ggplot, Tableau, SQL, PostgreSQL, NOSQL, MySQL, Apache Spark, Git, AWS, GCPOpen Source Contributions: Kedro