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Yukta Chikate

Yukta Chikate

AI Product Leader & Senior AI/ML Engineer

Program Manager · Insight Global

yuktachikate14@gmail.com
Publications

Preprints & papers

Research & Publications Google Scholar ↗

Recent research

2026

Zenodo Research Preprint DOI

RAVE: Risk-Adaptive Verification for Consequential AI Systems

Yukta Chikate · Zenodo

A risk-adaptive verification framework for consequential AI systems that treats model outputs as candidate actions and introduces runtime verification, evidence provenance, perturbation testing, and ACT / ABSTAIN / ESCALATE decision gates.

View Publication ↗ 10.5281/zenodo.23354636

2026

Zenodo Research Preprint v2.0 DOI

AeroMaps: A Map-First Interaction Architecture for Pilot-Centered Electronic Flight Bags with Inspectable Decision Support

Yukta Chikate · Zenodo

A pilot-centered electronic flight bag research prototype studying whether familiar consumer-map interaction patterns can reduce interface friction while preserving aviation-specific state, provenance, and inspectable decision support.

View Publication ↗ 10.5281/zenodo.23424358

Preprint

arXiv Preprint — Under Moderation cs.AI

RAVE: Risk-Adaptive Runtime Verification for Consequential AI Actions

Yukta Chikate · arXiv

A runtime assurance architecture for AI systems that separates generation from execution and adaptively allocates verification effort according to consequence, uncertainty, provenance, contradiction, and verification cost.

Public arXiv link not yet available

Preprint

arXiv Preprint — Under Moderation cs.AI

AeroMaps: Selective Transfer of Consumer-Map Interaction to Pilot-Facing Electronic Flight Bags

Yukta Chikate · arXiv

An HCI and aviation systems study on selectively transferring familiar consumer-map interaction patterns into pilot-facing electronic flight bags while preserving aviation-specific state, provenance, and decision traceability.

Public arXiv link not yet available

Earlier publications

2024

Northeastern University

HealthBot: Your AI-Powered Virtual Healthcare Companion

Chikate, Y., Brown, N.

2021

IJERT · ICACT 2021 · Vol. 9, Issue 8

Analyze Fluctuations in the Water Level of Erai River Using Sentinel Data

Chikate, Y., Konge, A., Damahe, L.

DOI: 10.17577/IJERTCONV9IS08014 ↗

2020

Yeshwantrao Chavan College of Engineering (YCCE)

Comparison of G-Shaped Slot Antenna on Various Substrates for 5G, Wi-Max and Other Applications

Chinchole, A., Chikate, Y.

Patents

Concept illustration: a stylized AI mind inside a shield, with proposed actions routed to either an approved checkmark or rejected outcomes.
Concept illustration

Systems and Methods for Risk-Adaptive Runtime Verification and Authorization of Consequential Artificial-Intelligence Actions

Chikate, Yukta

U.S. Patent Application No. 64/176,709 · Submitted October 14, 2026