Competencies and Skills

Managerial

Project Management

Lead project team throughout the fulfillment execution phases
Thought Leadership, Strategic Planning, Business Growth
Client Relationship, Problem-Solving, and Project Management
Identify KPIs, Formulate Business Logic, and Structure Analytics Framework

Lead Project Execution, Collaborating with Culturally Diverse Local & Global Teams
Requirements Gathering, Analytics Transformations, and Scope Alignment
Resource Planning, Global Work-Share Integration, and Schedule Control
Consumer Analytics, Campaign Measurement, and Data Visualization

Technical

Machine Learning

Supervised and
Unsupervised Learning
Nearest Neighbors
Linear Regression
Logistic Regression
Neural Networks
Support Vector Machines (SVM)

Clustering
Decision Tree Approach
Random Forest Model
Principal Component Analysis (PCA)
Anomaly Detection
Recommender System
Handling Skewed Data
Large Scale Machine Learning

Deep Learning

Convolutional Neural Network (CNN)
Computer Visions
Face Recognition
Image Processing
ResNet
Recurrent Neural Network (RNN)
Bidirectional RNN (BRNN)
ClusteringDeep RNNs (DRNN)
Long Shrot Term Memory (LSTM)
Gated Recurrent Unit (GRU)

Natural Language Processing (NLP)
Speech Recognition
Trigger Word Detection
Word2Vec
GloVe
Sentiment Classification
Softmax
Adam Optimization
YOLO
RMSprop
Word Embeddings & Debiasing

Statistics

Bayesian Statistics: Probability
Bay’s Theorem
Review of Distributions
Frequentist Inference
Bayesian Inference

Priors
Bernoulli / Binomial Data
Poisson Data
Exponential Data
Normal Data
Linear Regression

Programming

Data Science Tools*

Database Tools*

Other Tools*

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