Hello!
I am a Masters graduate from India's most prestigious university IIT Kharagpur. I have specialised in Machine Learning/Data Science and optimisation theory.
I have pursued various certified courses and projects on Machine Learning, Neural Networks, Optimisation, Artificial Intelligence, Signal Processing, Image Processing, Data Mining and Natural Language Processing,Operations Research etc.
I have good command of applying Random Forest, SVM, Intelligent K-means, Non linear embedding on real datasets and used the results for greater insights to a business problem ranging from building a credit risk scorecard, equity investment strategies, vehicle detection, face detection, bone segmentation., predicting future sales etc.
I have specialised in Machine Learning and Optimisation theory. I have an expertise in working with statistics, Advanced Machine Learning ( Regression, Clustering - Hierarchial as well as Partitioning, Random Forrest, ID3 Decision Tree Algorithm, Nearest Neighbor Algorithm, Support Vector Machines, Bayesian Classifier and Natural Language Processing), Image processing, Signal processing.
ML techniques I have implemented in python and R
Linear Regression
Logistic Regression
Decision Tree
SVM
Naive Bayes
KNN
K-Means
Random Forest
Dimensionality Reduction Algorithms
Gradient Boost & Adaboost
Neural networks and deep learning
Reinforcement learning
Looking forward to hear from you!