causal inference , feature stores, LLMs, representation learning, reinforcement learning, semantic retrieval, long-term optimization, sequential user modeling, Foundation Models, recommendation systems, experimentation frameworks, behavioral embeddings, Transformers, vector retrieval, multimodal AI, streaming pipelines, contextual bandits, online inference, model serving, search ranking, real-time ML systems

Machine Learning, Python, Data Pipelines Quality Management, Fault Analysis Correlation Anomaly Detection, Network Performance Analytics RAN Core IP SD-WAN Transport, Graph Analytics Digital Twin Analytics, Statistics, LLMs RAG and AI Agents, AIOps Predictive Analytics, BigQuery or equivalent platforms, KPI Feature Engineering, TMF SID Open APIs

Predictive Modeling, Machine Learning, Power Bi, Hypothesis Testing, Tableau, Sql, Gcp, Data Visualization, Azure, Python, AWS, Forecasting, Feature Engineering, model validation, Statistics

statistical data analysis , Data Manipulation, Machine Learning, Sql, Python Programming, Clustering, Software Development Methodologies, Project Delivery, UNIX command line, Agile development practices, anomaly detection, Classification, ML Ops, model evaluation, Azure AI Search, feature engineering

Machine Learning, Sql, MLops, Python, Statistical Analysis, Semantic Layers, Embeddings, LLM APIs, RAG, Agent Orchestration Frameworks, Feature Engineering, Deployment, Inference, Monitoring

metaheuristics , vehicle routing , Model serving, Network Flow, stochastic optimization, Operations Research, Optimization methodologies, Experimentation infrastructure, AI LLM tools

Business Process Automation, Wireframing, User story definition, No-code/low-code methods, Enterprise workflow systems, Enterprise product management, Agentic workflow understanding, Prioritization frameworks, Requirements discovery, Stakeholder Management, AI product thinking, Experimentation and validation, AI feature conceptualization, Hands-on prototyping, AI coding tools, Prompt-based development, Cross-functional collaboration, AI-enabled product design and delivery, Platform integrations

Machine Learning, Scala, Pyspark, Sql, Deep Learning, Tensorflow, Pandas, Pytorch, Docker, Databricks, Kubernetes, Python, GenAI, Data Pipelines, Feature Engineering, Scikit-learn, Statistics, Scalable Workflows, Optimisation Algorithms

Sprint Planning, Automation, Workforce Management, Product analytics, Retail Supply Chain, Chatbot flows, Data Analysis, a/b testing, Intelligent recommendations, Conversational AI, experimentation, Backlog management, Mobile or enterprise application products, Conversational AI integrations, Agile product delivery, Behavioral data