Sumit Singh

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!