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Raghav User
Looking for a jobLead Researcher
AI developer building NaiskosDev’s context-aware coding platform and GeoSim’s geopolitical simulation pipeline.
IndiaLead Researcher at Psamathe — Adaptive Computational Governance for Scientific
About
At NaiskosDev, I led backend development for an AI-assisted developer platform that brings together code context, Git history, tasks, and production error information. I designed its context-engineering architecture and contributed to a secure code test-and-verification workflow.
On GeoSim, I built a geopolitical intelligence pipeline using GDELT event data and Amazon S3, and engineered world-state and temporal trajectory generation. I also fine-tuned Mistral-7B-Instruct with LoRA and deployed simulation and retraining APIs with FastAPI on AWS EC2.
My research connects computational workflows with applied AI. I developed a knowledge-graph-driven framework for parametric modeling of Nagara-style temples, and I'm defining Psamathe, a runtime strategy architecture for scientific simulations.
Experience
Lead Researcher
Defined a monitoring-and-decision architecture for scientific simulations, considering numerical stability, error, uncertainty, and computational cost. Developed a staged evaluation plan across gravitational N-body, molecular dynamics, and QM/MM simulations.
Scientific ComputingSimulationNumerical AnalysisMachine LearningReinforcement Learning
Lead Researcher & Data Engineer
Developed a computational modeling framework for digital preservation and structural interpretation of Nagara-style temple architecture. Designed a semantic knowledge graph and evaluated graph constraints against 600 test cases, reporting 99.5% internal constraint compliance.
Knowledge GraphsParametric ModelingSemantic WebData EngineeringComputational Modeling
Data Engineer
Education
REVA University
Pursuing a B.Tech in Artificial Intelligence & Machine Learning with a CGPA of 9.38/10.0.
SCPUC
Completed Pre-University education with a grade of 95.8%.