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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