Chief AI Architect

4 days ago


dombivli, India beBeeCloud Full time

Senior AI/ML Cloud Engineer OpportunityThis is an exciting chance to tackle complex technical challenges, from real-time large data processing to advanced analytics and optimization on massive network graphs and interactive graph visualizations. You will contribute to a mission that fights financial crime, builds customer intelligence, and promotes ethical decision-making.Design and implement distributed entity resolution algorithms for billions of records.Develop blocking strategies (e.g., LSH, canopy clustering) optimized for Spark at scale.Create AI/ML based advanced matching with explainable AI (XAI).Implement incremental resolution supporting real-time and batch modes.Design APIs for entity lookup with sub-100ms latency requirements.Collaborate with the team in building dynamic entity resolution with embedded graph knowledge of GNN and GT (Graph transformers).Architect distributed graph generation pipelines using libraries such as GraphX/GraphFrames.Implement graph analytics algorithms like PageRank, community detection, and centrality measures.Design storage strategies for multi-billion edge graphs in the cloud.Build temporal graph support for time-evolving networks.Develop high-performance graph serving APIs with complex query capabilities.Optimize graph partitioning to minimize shuffle and maximize locality.Develop Graph Neural Networks (GNNs) and models using neighbour sampling techniques such as GraphSAGE to analyze corporate and transaction networks for fraud and risk patterns.Implement AI based Entity Resolution algorithms using techniques like fuzzy matching, semantic matching (Sentence-BERT), and clustering across heterogeneous data sources.Create Risk Scoring Models by combining rule-based, supervised, and unsupervised methods, optimized for real-time and large data processing.Advocate model transparency and fairness by integrating state-of-the-art models evaluation techniques such as SHAP, LIME, bias detection, and monitoring model drifts.You are expected to be performance-driven, think in distributed systems, optimize for latency and throughput, and act as a self-directed technical leader who makes architectural decisions and implements them.



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