Skill Assessments This user has not passed any tests yet Languages English - Native or Bilingual People also viewed * [![Ícaro Crespo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_73013_1785244511.jpg) Ícaro Crespo Software Engineer | FullStack Developer | Java | Agile | Management](https://jobicy.com/u/id73013.md) * [![Ferran Cabrer i Vilagut](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72997_1785238902.jpg) Ferran Cabrer i Vilagut Senior Full Stack AI Engineer](https://jobicy.com/u/id72997.md) * [![Stephane BALLET](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72985_1785232722.jpg) Stephane BALLET Senior Ruby on Rails Software Achitect](https://jobicy.com/u/id72985.md) * [![Silvia Imperiale](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72881_1785185583.jpg) Silvia Imperiale Senior Software Engineer](https://jobicy.com/u/id72881.md) * [![Karthiga Rajesh](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72855_1785178282.jpg) Karthiga Rajesh Full Stack Developer](https://jobicy.com/u/id72855.md) * [![Dominick Moya](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72847_1785176102.jpg) Dominick Moya Senior IT Professional](https://jobicy.com/u/id72847.md) * [![Cristian Camilo Vega Sanchez](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72821_1785171100.jpg) Cristian Camilo Vega Sanchez Full-Stack Developer](https://jobicy.com/u/id72821.md) * [![Alireza Nezami](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72793_1785162223.jpg) Alireza Nezami Senior Mobile Developer (Flutter & Native)](https://jobicy.com/u/id72793.md) [All talent ↗](https://jobicy.com/talent.md) * [Overview](#overview) * [Portfolio](#portfolio) * [Services](#services) ## About Me I am a senior software engineer and AI engineer focused on building real-time, production-grade AI systems. My work centers on low-latency voice agents, multimodal retrieval, RAG pipelines, and distributed inference across healthcare, real estate, and enterprise platforms. I have extensive experience architecting end-to-end systems that combine audio ingestion, embeddings, vector search, LLM orchestration, and scalable backend services. I enjoy solving hard problems around latency, reliability, observability, and evaluation, especially when the systems need to serve large user bases in production. I have led development across Python, FastAPI, Django, Node.js, Go, React, Next.js, and cloud infrastructure on AWS and GCP. I have also worked deeply with tools and frameworks such as Whisper, Deepgram, ElevenLabs, LiveKit, WebRTC, LangGraph, LlamaIndex, FAISS, pgvector, Vertex AI, and Triton. My background includes building clinician-facing applications, conversational search systems, multimodal AI pipelines, and high-throughput APIs. I have delivered solutions that improved grounding accuracy, reduced hallucinations, increased retrieval performance, and supported millions of users with strict latency requirements. I value cross-functional collaboration and have worked closely with researchers, clinicians, product managers, and engineers to ship impactful AI features. I also enjoy mentoring engineers, improving engineering standards, and creating reproducible deployment and evaluation workflows. I am open to roles where I can continue building advanced AI products, especially in areas involving voice AI, retrieval systems, applied machine learning infrastructure, and full-stack product engineering. Notice Period: 1 week ## Skills ### [Python](https://jobicy.com/talent/python.md)[AWS](https://jobicy.com/talent/aws.md)[Java](https://jobicy.com/talent/java.md)[React](https://jobicy.com/talent/react.md)[Docker](https://jobicy.com/talent/docker.md)[Azure](https://jobicy.com/talent/azure.md)[CI CD](https://jobicy.com/talent/ci-cd.md)[TypeScript](https://jobicy.com/talent/typescript.md)[GCP](https://jobicy.com/talent/gcp.md)[Terraform](https://jobicy.com/talent/terraform.md)[Software Engineering](https://jobicy.com/talent/software-engineering.md)[PostgreSQL](https://jobicy.com/talent/postgresql.md)[Go](https://jobicy.com/talent/go.md)[Microservices](https://jobicy.com/talent/microservices.md)[Data Engineering](https://jobicy.com/talent/data-engineering.md)[ETL](https://jobicy.com/talent/etl.md)[Redis](https://jobicy.com/talent/redis.md)[REST APIs](https://jobicy.com/talent/rest-apis.md)[Angular](https://jobicy.com/talent/angular.md)[Observability](https://jobicy.com/talent/observability.md)[Spring Boot](https://jobicy.com/talent/spring-boot.md)[Next.js](https://jobicy.com/talent/next-js.md)[Django](https://jobicy.com/talent/django.md)[BigQuery](https://jobicy.com/talent/bigquery.md)[Redux](https://jobicy.com/talent/redux.md)[Twilio](https://jobicy.com/talent/twilio.md)[Cloud Architecture](https://jobicy.com/talent/cloud-architecture.md)[Accessibility](https://jobicy.com/talent/accessibility.md)[Governance](https://jobicy.com/talent/governance.md)[Performance Tuning](https://jobicy.com/talent/performance-tuning.md)[fastAPI](https://jobicy.com/talent/fastapi.md)[WebSockets](https://jobicy.com/talent/websockets.md)[WebRTC](https://jobicy.com/talent/webrtc.md)[AI Engineering](https://jobicy.com/talent/ai-engineering.md)[Event Driven Systems](https://jobicy.com/talent/event-driven-systems.md)[Text To Speech](https://jobicy.com/talent/text-to-speech.md)[C#](https://jobicy.com/talent/c-sharp.md)[Onnx](https://jobicy.com/talent/onnx.md)[Vector Search](https://jobicy.com/talent/vector-search.md)[Faiss](https://jobicy.com/talent/faiss.md)[Deepgram](https://jobicy.com/talent/deepgram.md)[Triton Inference Server](https://jobicy.com/talent/triton-inference-server.md)[Whisper](https://jobicy.com/talent/whisper.md)[Pgvector](https://jobicy.com/talent/pgvector.md)[Hybrid Search](https://jobicy.com/talent/hybrid-search.md)[LiveKit](https://jobicy.com/talent/livekit.md)[RAG](https://jobicy.com/talent/rag.md)[Synthetic Data Generation](https://jobicy.com/talent/synthetic-data-generation.md) ## Tech Stack & Tools ### Application Hosting [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/azure/azure-original.svg) Azure](https://jobicy.com/talent?tool=azure.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/redis/redis-original.svg) Redis](https://jobicy.com/talent?tool=redis.md) ### Application Utilities [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/twilio/twilio-original.svg) Twilio](https://jobicy.com/talent?tool=twilio.md) ### Data Stores [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/postgresql/postgresql-original.svg) PostgreSQL](https://jobicy.com/talent?tool=postgresql.md) ### Design [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/storybook/storybook-original.svg) Storybook](https://jobicy.com/talent?tool=storybook.md) ### Development [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/docker/docker-original.svg) Docker](https://jobicy.com/talent?tool=docker.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/terraform/terraform-original.svg) Terraform](https://jobicy.com/talent?tool=terraform.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/webpack/webpack-original.svg) Webpack](https://jobicy.com/talent?tool=webpack.md) ### Languages & Frameworks [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/angular/angular-original.svg) Angular](https://jobicy.com/talent?tool=angular.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/django/django-original.svg) Django](https://jobicy.com/talent?tool=django.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/fastapi/fastapi-original.svg) FastAPI](https://jobicy.com/talent?tool=fastapi.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/java/java-original.svg) Java](https://jobicy.com/talent?tool=java.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/react/react-original.svg) React](https://jobicy.com/talent?tool=react.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/typescript/typescript-original.svg) TypeScript](https://jobicy.com/talent?tool=typescript.md) ### Libraries [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/opencv/opencv-original.svg) OpenCV](https://jobicy.com/talent?tool=opencv.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/redux/redux-original.svg) Redux](https://jobicy.com/talent?tool=redux.md) ## Experience Senior FullStack Engineer / AI Engineer @ Striveworks LLC Jan 2025 - Apr 2026 I architected and shipped a real-time AI voice agent platform using Python, FastAPI, Django, LiveKit, WebRTC, and Twilio on GCP. The system was designed for scalable, low-latency inference and bidirectional audio streaming. I integrated Gemini 2.5 Pro, Vertex AI embeddings, Whisper, Deepgram STT, and ElevenLabs TTS into multimodal RAG and streaming inference pipelines. I also built interrupt-driven agent logic, turn-taking, barge-in detection, and context-aware state management for natural conversational flow. I developed audio ingestion, preprocessing, batch inference, and evaluation workflows, and collaborated with clinicians, researchers, and product teams to improve accuracy and reliability. I also mentored junior engineers and helped drive cross-functional delivery of new AI capabilities. Senior FullStack Engineer / AI Engineer @ Zillow Nov 2022 - Dec 2024 I delivered full-stack AI applications using React, Next.js, TypeScript, Python, FastAPI, Django, Node.js, Redis, PostgreSQL, AWS, and GCP. My work supported internal AI platforms and large-scale user-facing retrieval systems. I built and productionized multimodal, multilingual embedding-based retrieval models serving 20M+ users with low-latency and high-QPS requirements. I also designed cross-lingual contrastive learning pipelines, synthetic data generation workflows, and conversational search systems with query rewriting and RAG grounding. I led observability and governance efforts using LangSmith, Langfuse, PostgreSQL, and custom telemetry dashboards, and I optimized FAISS indexes, Redis-backed serving, ONNX deployment, quantization, and Triton inference. FullStack Developer @ Banner Health Aug 2019 - Oct 2022 I led development of a clinical decision support platform that enabled natural language search across treatment guidance and patient insights. The work improved clinicians' ability to find relevant information quickly. I built a large-scale document retrieval system indexing over 1M clinical documents using hybrid search, semantic ranking, vector retrieval, and contextual grounding. I also developed workflow automation services for retrieval, summarization, and compliance-driven processing. I created scalable backend services and clinician-facing applications using Python, FastAPI, Go, React, Angular, TypeScript, and Redux, improving performance, accessibility, and workflow efficiency. Software Developer @ GoDaddy Jul 2016 - Jul 2019 I built and optimized platform services on AWS using Node.js, Nest.js, Terraform, Java, Spring Boot, and .NET Core. My work improved deployment reliability, reduced downtime, and increased API performance. I also developed responsive frontend applications with React, Angular, and Next.js, created reusable UI component libraries, and integrated applications with backend services through REST, GraphQL, and Apollo. In addition, I helped design media-processing pipelines with Delta Lake, AWS Lambda, and FFmpeg, and I optimized Node.js services and AWS compute resources to reduce costs and improve rendering speed. ## Education Arizona State University Aug 2012 - May 2016 Bachelor of Science, Computer Science I earned a Bachelor of Science in Computer Science. This professional hasn’t added portfolio projects yet. This professional hasn’t listed any services yet.