CREATE (me:Engineer:Leader {
name: "Kavyasri Jadala",
role: "Senior Manager — AI/ML & Data Products",
based_in: "Dubai, UAE · Golden Visa",
focus: ["Knowledge Graphs", "Graph-RAG", "GenAI", "MLOps"],
domains: ["Healthcare/Pharma", "Energy", "E-commerce", "Supply Chain"],
education: "M.S. Data Science, Purdue University"
})
MATCH (me)-[:BUILDS]->(system:MLSystem)
WHERE system.verified = true // the part everyone skips
RETURN me.mission;
// ▸ "Build machine-learning systems you can actually trust in production."Knowledge Graphs & Semantics
LLM · RAG · GenAI
Machine Learning
Data Engineering & MLOps
Cloud & BI
| Project | What it does |
|---|---|
| ontoloop | Agent loop that turns drug-safety narratives into a knowledge graph and repairs it until a SHACL validator passes — the verifier never calls a model. |
| blastradius | Column-level lineage that doesn't stop at the warehouse edge: statically finds the application code a column change will break. |
| landcover-spatial-cv | Satellite land-cover classification with spatial cross-validation that blocks leakage — an honest 95.8%, not an inflated one. |
| gulf-shield-osint | Arabic-native OSINT + desert-optimised SAR change detection for Gulf security — Western tools don't speak Arabic or work in deserts. |
| youtube-summarizer | Video-intelligence app: transcript-first summarisation with a map-reduce path so long talks aren't truncated. |
MATCH (n:Graph) RETURN n · full showcase →
Knowledge graphs are where I do my sharpest work — modeling, validating, and querying enterprise data as a graph.
| Graph system | |
|---|---|
| ontoloop | Safety-report knowledge graph repaired until a SHACL validator passes — the verifier never calls a model. |
| blastradius | SQL and Python fused into one dependency graph, so column-impact becomes a reachability query. |
| cryptographic-risk KG | 6,400-node crypto-posture graph — SHACL, risk scoring vs NIST/FIPS/PCI, graph ML, and NL→Cypher. (prototype) |
| cex-knowledge-graph · mincalvina | Production-shaped commercial KGs — AWS Neptune, LinkML/RDF ontologies, GraphQL, entity resolution. (private) |
RDF · OWL · SHACL · LinkML · SPARQL · Cypher · Neo4j · AWS Neptune · Graph-RAG
