PAVAN MUPPALLA

PAVAN MUPPALLA

SR DATA SCIENTIST
United Arab Emirates

نبذة عني

14+ years experienced, meticulous & detail-oriented Machine Learning Engineer & Deep Learning Expert possessing a proven track record of deploying Artificial Intelligence components for processing voluminous datasets & e…

الخبرة

Sr Data Scientist

Emirates Group
Oct 2017 - حتى الآن · 8 سنوات 9 أشهر

sr datascientist

Senior ML & Deep Learning Engineer

Emirates Group, Dubai, UAE
حتى الآن

Analyze the real time video data allowing airlines to generate predictions for operations improvement
Predict Number of Special Handling wheels chair requests on near real-time basis
Develop an early warning system for early detection of Customer upgrades and downgrades
Utilized Deep Learning packages like Tensorflow, lighGBM, Spark MLlib, etc.
Predict categories of Aircraft Engineering parts based on their images
Developed scalable classifiers and tools by deploying Machine Learning, data regression, and rule-based models
Deployed Predictive Modelling techniques including ML & advanced statistics to conceptualize scalable business solutions
Developed and deployed a state of the art 4 layer neural network
Processed terabytes of data via Machine Learning & Predictive Modelling to develop dynamic solutions
Successfully trained the neural network with Computer Vision towards Image Classification & Object detection
Developed state-of-the-art large-scale ML Services & Applications on the Cloud by applying predictive technology
Processed structured/unstructured data & gained insights by leveraging predictive modelling, statistics, ML & data mining
Independently executed project lifecycle management to implement scalable ML solutions & document results

Machine Learning Engineer

NCS Technologies, Singapore

Worked as analyst for two clients for analyzing Customer catalog information and Telecom information
Led the development of Machine Learning algorithms & enhanced accuracy of existing algorithms
Broadened the scope of existing algorithms by deploying various Oracle products
End-to-end project execution from Requirement gathering, project development to deployment, and project management
Boosted the run-time of existing algorithms & developed the necessary infrastructure to operate & maintain algorithms

Data Analyst / Statistician

Vally Soft, India

Analyzing data of job portal and extracting descriptive statistics for active and inactive users
Visualize the user behavior and analyzing Health asset data for optimizing the cost
Involved in the development of exploratory analysis using different statistical tests
Visualize the data using Tools and process the data using data-pipelines

Machine Learning Engineer

UST Global Pte Ltd, Singapore

Customer behavior analysis and sentiment analysis for banking products and policy
Led the development of Machine Learning algorithms & enhanced accuracy of existing algorithms
End-to-end project execution from Requirement gathering, project development to deployment, and project management

Sr. Data Scientist

Wipro Technologies Ltd, Singapore

Analyzing public transportation data (Taxi, Bus, Train) to measure and identify Accuracy, Loading and headway, route density
Deployed ML algorithms like k-NN, Naive Bayes, SVM, Random/Decision Forests, Logistic Regression etc.
Coordinated with Product teams to implement algorithms for enabling users and creating developer-facing products
Employed Agile methodologies & adopted standard ML techniques for exploiting modern parallel environments
Deployed the latest DL algorithms to user modeling, topic modeling and engagement prediction problems
Developed deep learning network architectures & DL-based models to evaluate and assess model accuracy
Designed prototypes by manipulating and analyzing complex & high-volume of data from various sources
Coordinated with the Engineering team for processing huge datasets & incorporating the models on the platform
Deployed mathematical, statistical and programming expertise to formulate strategy using a deep learning framework

المهارات

تحليل البيانات المحترف Artificial Intelligence Machine Learning Algorithms Tensorflow Deep Learning Neural Networks (CNN & RNN) Unsupervised Learning Natural Language Processing (NLP) Application Development Image Processing Data and Quantitative Analysis Predictive Modelling & Analysis Big Data Queries and Interpretation Data Mining Project Monitoring & Management Client Relationship Management Strategy Formulation Visualisation Tools Deep Learning Frameworks: Tensorflow Keras Caffe MXNet Microsoft Cognitive Toolkit Neural Network Deepdive via Tensorflow Convolutional & Recurrent Neural Networks Autoencoders Tflearn Deep Networks Tools/Languages: Spark PySPark SparkR Python Scala Hive SQL Tableau Power BI Hadoop Azure Analytics Cloud: Azure Amazon AWS Visualisation Tools: Power BI R-Shiny ggplot Database: Oracle MS SQL Server MySQL Hbase
الإبلاغ عن هذا الملف الشخصي؟