I build real solutions, whether it’s data-driven insights or production-grade software. Experienced across AI/ML, backend engineering, and iOS development, I focus on shipping clean, scalable systems, not buzzwords. I’ve…
I build real solutions, whether it’s data-driven insights or production-grade software. Experienced across AI/ML, backend engineering, and iOS development, I focus on shipping clean, scalable systems, not buzzwords. I’ve delivered projects from forecasting models to full-stack apps, and I’m always hunting the next tough problem worth solving.
<p>Slashed AI interview response latency by 85% (20 to 3 seconds) through end-to-end streaming architecture redesign, eliminating blocking operations across the speech-to-text, LLM, and text-to-speech pipeline.<br>
Implemented real-time audio chunk processing with Google Cloud STT v1, streaming transcripts directly to Gemini 2.5 Flash for dynamic question generation with zero buffering delays.<br>
Engineered hybrid sentence-token streaming for LLM outputs feeding into Gemini 2.5 Flash TTS, generating raw PCM chunks converted to WAV format and delivered via WebSocket for near-instantaneous audio playback.<br>
Architected frontend audio queue system for sequential streaming playback, ensuring smooth user experience with synchronized audio delivery and eliminating choppy playback artifacts.</p>
Slashed AI interview response latency, Implemented real-time audio chunk processing, Engineered hybrid sentence-token streaming, Architected frontend audio queue system
<p>Optimized REST API for pre-warehouse file staging, cutting data engineers’ manual processing time by 75% through asynchronous workflow redesign.<br>
Automated Excel-to-SQLX conversion by building a schema parser integrated with an LLM, reducing code generation time from 30 to 2 minutes per file at 75% accuracy.<br>
Migrated chatbot infrastructure from Amazon Lex (AWS) to Google Dialogflow CX, achieving 40% higher conversation completion rates and 25% fewer escalations.<br>
Rewrote backend Lambda functions for deployment on Google Cloud Run and transitioned the infrastructure from AWS to GCP.<br>
Preserved 100% integration integrity during migration, including Facebook Messenger, via adapter patterns and zero-downtime testing frameworks, maintaining 99.95% uptime.</p>
Optimized REST API for pre-warehouse file staging, Automated Excel-to-SQLX conversion, Migrated chatbot infrastructure, Rewrote backend Lambda functions, Preserved 100% integration integrity
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