General Manager at Juxt Smartmandate Analytical Solutions PVT LTD
Data Scientist at Medeva.io
Visiting Faculty For Department of Statistics, Osmania University for Industrial electives
Skillset
Deep learning
- Concepts of NN, Multilayer Perceptron networks, Recurrent Neural Networks, Convolutional Neural Networks, Self-organizing Maps Auto encoders.
Machine Learning
- Supervised learning algorithms like Linear Regression, Logistic Regression, Regularization, KNN, and Decision trees, Random Forests, XGBoost, and Support Vector machines etc.
- Unsupervised algorithms like K-means clustering, SOM and Hierarchical clustering. Data compression techniques like Principal Component Analysis and t-SNE.
- Hybrid approaches based on the need
Model based Modelling
- Latent class techniques and Hierarchical bayesian estimation.
Trade off concepts
- Conjoint Analysis& Max diff / TURF analysis
Text Mining
- Understanding of NLP, Topic Modelling ,Sentiment analysis ,Language Modelling and NER Techniques
Explainable AI Techniques such as LIME,SHAP
Casual Inference Techniques : Propensity Scoring, Uplift modeling
Tools
- R/Python/SPSS/SAS/Quantum/Wincross/Latent Gold/ Sawtooth Software’s
Education Details
- Doctor of Philosophy (Ph.D) from Osmania University — AI & Machine learning Algorithms – titled “Neural network applications in classification problems (2009-2012) ”
- Master of Philosophy (MPhil) from Osmania University — Multivariate Analysis Techniques (Evolution of Business Organization using Multivariate Techniques (2003-2008)
- Master of Science (MSc) Statistics from Osmania University – Topper (First Rank) 2001-2003
Work Experience
- Jan2015 to Present
- General Manager at Juxt Smartmandate Analytical Solutions PVT LTD
- Apr 2008 to Dec 2014
- General Manager at Smartmandate Analytical Solutions PVT LTD
- June 2006 to March 2008
- Senior Consultant at Gyanvriksh Technologies
- June 2003 – June 2006
- Team leader at TNS (Kantar)
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