Naimish

Accelerated healthcare A/R claim verification by >70% by architecting a HIPAA-compliant voice agent with LiveKit, Deepgram STT, and Murf Falcon TTS, automating payer portal checks via LLM tool-calling. Achieved real-time ASL fingerspelling at >240 FPS and <4.2ms CPU latency by engineering an edge ML pipeline with MediaPipe 3D landmarks, lightweight Deep MLP, and temporal debouncing. Eliminated manual resume screening latency by building an in-browser ATS audit platform, parsing PDF AST structures client-side to generate instant section scoring across 20+ ATS evaluation vectors.

Freelance Full-Stack AI Developer at BitCrafts Studio (2025-06 – 2026-06)

• Accelerated healthcare A/R claim verification by >70% by architecting a HIPAA-compliant voice agent with LiveKit, Deepgram STT, and Murf Falcon TTS, automating payer portal checks via LLM tool-calling.
• Achieved real-time ASL fingerspelling at >240 FPS and <4.2ms CPU latency by engineering an edge ML pipeline with MediaPipe 3D landmarks, lightweight Deep MLP, and temporal debouncing.
• Eliminated manual resume screening latency by building an in-browser ATS audit platform, parsing PDF AST structures client-side to generate instant section scoring across 20+ ATS evaluation vectors.

B.Tech. in Computer Science & Engineering (AI & ML) – Dr. A.P.J. Abdul Kalam Technical University (2024 – 2028)