Avemac Consulting

Avemac Consulting is an entrepreneurial, technology driven solutions development company focused on data science, machine learning and artificial intelligence for natural language processing, topic extraction and time-series regression.

We partner with clients to deliver cost effective and reliable engineering solutions that increase revenues and enhance products and services. The work product we provide is wholly owned by our clients upon contract completion.

OUR SPECIALTIES INCLUDE:

• Churn Management / Customer Retention
• Customer Service Interactions
• Document Analysis and Topic Classification
• Ecommerce Event Prediction
• Email and Social Media Analysis
• Fleet Telematics Event Scoring
• Fulfillment and Operational Process Prediction
• IoT Sensor Event Modeling
• Network/Service Utilization Monitoring
• DATA SCIENCE and ML TECHNOLOGIES
• PyTorch / Tensorflow / Keras
• Python / C++ / Golang
• Scikit-Learn / Pandas / Numpy / SciPy
• NLTK / Vader / Glove / Gensim / SpaCy
• LDA / NMF / PCA Topic Identification
• Unsupervised / Supervised / Reinforcement Learning
• Open Source Ops (MLFlow, Kubeflow)
• Apache Spark / Hadoop
• RDBMS / NoSQL / SQL
• GraphQL / Graphing Algorithms
• Bayesian Inference
• Random Forest / Support Vector Machines
• Boosting / Ensembles / Cross Validation
• INDUSTRY EXPERIENCE
• Business and Technology Management
• Internet of Things / Event & Signal Processing
• Mobile Telecommunications / MVNO
• Network Services / Cloud / Data Center Management
• Customer Care / Sales Service / CRM
• Healthcare / Health Information Systems
• Retail Logistics / Inventory Management
• Financial Services / Insurance
• Federal Government / GSA
• FUNCTIONAL SERVICES
• Data Science and Machine Learning
• Algorithms and Performance Solutions
• Software Engineering (Python, Java, C/C++, ...)
• Solutions Development and Systems Integration
• SaaS, Distributed Platforms, APIs, Cloud Integrations
• Infrastructure Development and Management
• Networking and Communications
• Technology and Business Alignment
• Change Management and Process Development