AI-Native

Custom Software Development Company

OSCE-GPT is an AI-powered medical education platform designed to help students practice realistic patient interactions, improve clinical communication, and receive structured feedback in a flexible web environment.

• Challenge: Students needed more opportunities to practice clinical interviews outside classroom and simulation sessions.
• Solution: Built a web platform with virtual patient conversations, speech interaction, multiple clinical scenarios, and AI-generated feedback.
• Outcome: The MVP was delivered in 2 months with SOAP outputs, structured assessments, and realistic speech-based patient simulations.
• Business impact: Students gained an accessible way to strengthen history-taking, communication, and clinical reasoning skills.

LemonAI is an AI-powered visibility platform built to help brands track how they appear across Google AI Overviews, ChatGPT, and Perplexity.

• Challenge: Brands lacked visibility into how often they appeared across AI-generated search results and how competitors were performing.
• Solution: Built prompt tracking, competitor monitoring, sentiment analysis, multilingual support, dashboards, and automated reporting across major AI platforms.
• Outcome: The platform launched with English and Korean support, subscription management, real-time insights, alerts, and exportable reports.
• Business impact: Brands gained a clearer way to monitor AI visibility, compare competitors, and identify changes in sentiment and citations.

The Autonomous DevSecOps Remediation Engine helps engineering teams identify reachable vulnerabilities, automate fixes, and reduce security noise inside software delivery pipelines.

• Challenge: The existing environment generated 1,811 vulnerability alerts, making it difficult to distinguish real runtime threats from false positives.
• Solution: Built a Python reachability engine, automated remediation workflow, hardened container updates, validation scans, and VEX-compliant audit reporting.
• Outcome: Reduced 1,811 theoretical risks to 4 reachable threats and cut mean time to remediation from 5 days to under 30 seconds.
• Business impact: Security teams gained faster remediation, clearer prioritization, automated audit evidence, and a pipeline designed to patch without blocking releases.