agent framework design, including the tradeoffs between different orchestration patterns such as linear agents, graph-based... and watchlists, adverse media, public-record information, and other lawful open-source or commercial data sources. This third-party...
and context strategies that fit the data and task, from structured queries and hybrid search to reranking, graph traversal... on AI-driven products. Contributions to open-source AI, developer tools, evals, retrieval, agents, or applied ML infrastructure...
(e.g., Unified Customer Identity, Orders) in the Silver layer from completely mismatched raw source data schemas... AI agents can achieve high accuracy on natural language queries without hallucinations. Ontology & Graph-Native Modeling...
, and other structured and unstructured data sources into a single source of truth, enabling organizations to make faster, more informed..., or AI reasoning frameworks. Hands-on experience with graph databases, knowledge graphs, or graph-based machine learning. Experience...
and unstructured datasets. Experience with Linux development environments. Experience using GitLab and/or GitHub source control... implementing enterprise data lakes Experience with NoSQL databases Experience with Graph databases Experience developing Machine...
and/or GitHub source control. Experience working in Linux environments. Strong software engineering background including... Technologies NoSQL Databases Graph Databases Machine Learning Java Scala JavaScript Perl Domain Experience Time Series...
proficiency in PowerShell (AD, Exchange Online, Microsoft Graph, Entra ID / MSOnline / AzureAD modules);familiarity with REST.... Preferred Qualifications Experience integrating IAM with HRIS platforms (Workday) as authoritative source for JML. Exposure...
that leverages the latest developments in deep learning and transformer architectures, graph approaches. On this team, team members... like transformers, graph ML, and more - to reveal the insights hidden within huge volumes of numeric and textual data Build machine...
. Advancing Grata’s entity resolution and canonical company graph, the system that turns messy, conflicting source records...
across cloud-native, hybrid, on-premises, and open source environments. We leverage advanced cryptographic methods... source data and logic that produced them. LLMs play an important role at the ingestion boundary, supporting extraction...