Engineering Leader · Technical Co-Founder

Things I've built.

Production voice AI agents, LLM pipelines, MCP servers, and event-driven backends serving 40,000+ locations — paired with six peer-reviewed papers on the same systems. Active Claude Code production user, heavy n8n automator, and long-time tinkerer with anything that puts an LLM on the critical path.

Voice AILLMOpsMCPClaudeDistributed SystemsAutomation

01 · Production

Production Systems

Commercial products shipped end-to-end. Voice AI, AI career prep, education ops, real-time golf — all live or in production.

Phiny.aiLive

AI Career Prep Platform

Senior Software Developer · VoiceQube

Real-time AI mock interviews with low-latency voice, LLM-driven resume tailoring per JD, job matching, and university partnerships. Smart Recruiter unified backend.

516 TS files / ~101k LoC~17k LoC Python WebRTC microservice

Real-time AI voice mock interviews — Pipecat + LiveKit + Claude + ElevenLabs + Deepgram
LLM-driven resume tailoring per JD with RAG over candidate documents
Job matching, application tracker, interview prep, upskilling paths
Resume parsing pipeline: Tesseract OCR + pdf-parse + mammoth
Multi-payment integration: Razorpay, Stripe, Apple Pay

Read case study

NestJS

FastAPI

Pipecat

LiveKit

Claude (Anthropic SDK)

ElevenLabs

Deepgram

OpenRouter

MongoDB

BullMQ

AWS

BrillianceShipped

Academic Operations Platform

Senior Software Developer · VoiceQube

End-to-end 10-app monorepo for Indian junior colleges preparing students for JEE / NEET / CLAT / IPMAT. Web + mobile + backend + AI question generation.

10 apps4,159+ TS/JSX files25+ DB tables

Super Admin, Branch Admin, Dashboard, Faculty, Student PWA, Parent PWA + 2 RN apps
Hono backend (18 route modules) with Drizzle ORM and 25+ tables
Claude API for AI question generation across JEE / NEET / CLAT / IPMAT
Full RBAC + JWT + OTP, MSG91 SMS/WhatsApp, FCM push, Sentry monitoring
Event-driven Claude Code agent orchestration in development workflow

Read case study

Next.js 15

React 19

React Native (Expo)

Hono

Drizzle ORM

PostgreSQL

Redis

Claude API

Tailwind 4

shadcn/ui

Northway TechLive

AI Voice Caddie ft. Andy North (2× US Open Champion)

Senior Software Developer · VoiceQube

Voice-enabled golf companion: hands-free course navigation, contextual AI shot recommendations from course / weather / player history, AI shot recording with analytics.

Real-time voice caddie via LiveKit + WebRTC stack
MongoDB geospatial indexing for live GPS course position
AWS Lambda + MediaConvert for shot video capture and processing
Production-grade across 40,000+ golf courses (event-driven backend)
Voice + intent stack with Anthropic Claude in the loop

Read case study

LiveKit

WebRTC

Pipecat

ElevenLabs

Deepgram

Claude

MongoDB (geospatial)

AWS Lambda

MediaConvert

CloudFront

CELABELive

AI-Powered Wedding & Events Platform

Co-Founder & Technical Lead

Co-founded multi-market wedding / events platform. iOS, Android, web; ML-powered planning, vendor marketplace, viral QR photo-sharing. Founding engineering leader.

Architected end-to-end across iOS, Android, web, vendor ecosystem
ML-powered planning workflows and intelligent vendor matching
Viral QR photo-sharing for live event capture
Live on App Store and Google Play; multi-market customer base
Established engineering culture, CI/CD automation, technical roadmap

Read case study

celabe.com App Store Play Store

React Native (Expo)

Next.js

NestJS

MongoDB

AWS

Stripe

ML pipelines

SmokeMuktiLive

ICMR-Funded Tobacco Cessation App

Lead Developer · Health Tech

Behavior-change app for tobacco cessation funded by the Indian Council of Medical Research (ICMR). Personalized AI chat coach, progress tracking, goal setting, and 24/7 motivation pathway. Built under guidance of Dr. Anil V. Ankola; ICMR STS-backed research project.

1st Place AIDEC3rd Place AIDECICMR STS

Personalized AI chat coach with server-side key handling (Apple-compliant)
Care-pathway with goal setting, progress tracking, motivation, flexibility
ICMR STS-funded research project; psychometric analysis and UX study
Award-winning: AIDEC 1st place, 3rd place, plus ICMR Short-Term Studentship
Open-source react-native boilerplate ancestry (rodriguescarson-maeda)

Read case study

App Store Play Store

React Native (Expo)

TypeScript

Redux Toolkit

Gemini API

Supabase Edge Functions

Vercel

OraviraLive

Oral Health × HIV Care Pathway App

Lead Developer · Health Tech

Mobile app at the intersection of oral health and HIV care — behavior change and care-pathway tooling for an underserved patient population. Same care-pathway pattern as SmokeMukti, applied to a new clinical domain.

Care-pathway design adapted from SmokeMukti to oral-health × HIV intersection
Live on both App Store and Google Play
Built on Expo / React Native with Redux Toolkit and React Navigation 6
iOS build via EAS; Apple-compliant data and login flows

Read case study

App Store Play Store

Expo 54

React Native

Redux Toolkit

React Navigation 6

TypeScript

EAS

CrosslaneShipped

Career Counselling Platform

Senior Software Developer · VoiceQube

Cross-product backend serving 13+ feature modules — counsellor matching, code compiler, forum, jobs, resume tools, payments — wired into Phiny's AI stack.

476 TS files / ~107k LoC13+ feature modules

13+ feature modules: llm, payment, resume, counselor, code-compiler, forum, jobs, feedback, user, admin, auth
Full Prometheus + Grafana + Sentry observability stack
Cross-product integrations with Phiny.ai
LLM routing through OpenRouter (Claude / GPT-4 / Gemini)

NestJS

MongoDB

Redis

Prometheus

Grafana

Sentry

OpenRouter

Claude

copilotxLive

Generative UI demos on CopilotKit + AG-UI

Independent build · 2026

Four live demos exploring 'all UI will be AI' on CopilotKit Cloud — a gym buddy with persistent state, a generative dashboard the agent assembles from a brief, a meta-tool that authors useCopilotAction definitions live, and voice-driven profile building. Plus a React Native + Expo client talking to the wire-only AG-UI protocol.

4 web routes + Expo mobile11 parallel PRs shipped

Generative dashboard — agent picks chart types, KPIs, filters from a natural-language brief; widgets stream onto the canvas as tool calls return
CopilotKit Studio — meta-tool where the agent authors useCopilotAction definitions live and previews them in a sandbox
Voice onboarding — hands-free fitness profile via Web Speech API; transcript streams to CopilotKit which calls per-field tools
React Native + Expo client over the wire-only AG-UI protocol via @assistant-ui/react-native — same agent backend, native surface
Persistence layer, per-exercise progress tracker, curated GIPHY map, editorial dark design system, global studio nav

Live Generative dashboard Action authoring Voice onboarding Source

Next.js 16

React 19

Tailwind 4

CopilotKit

AG-UI

Recharts

Shiki

Web Speech API

Expo

React Native

TypeScript

02 · Research

Papers & Publications

Six peer-reviewed papers on the AI systems I ship. Latency, intent detection, MCP architecture, LLM optimization, trust, and multi-agent drift.

Paper · 2026

Pattern catalogue

MCP Server Architecture Patterns

Design patterns for production MCP servers — Gamma-format taxonomy, anti-patterns, cross-cutting concerns. 100% classification accuracy at ≤10 tools; Proxy Aggregator pattern when tool count exceeds threshold.

Target: ACM / IEEE Software

Paper · 2026

−41.8% E2E latency

Latency Optimization for Voice AI

Systems-level latency study of a production voice AI platform (ElevenLabs TTS + Anthropic Claude intent + NestJS over WebSocket). Concurrency between intent detection and TTS is the highest-leverage optimization, not per-stage speed.

Target: ICASSP / IEEE Access

Paper · 2026

41.7% → 91.7% accuracy

ASR Intent Detection at Scale

Using LLMs as a post-ASR intent classifier on noisy production transcripts. Prompt + structured-output classifier tested across ~120 prompt variants. Lifted intent accuracy without retraining the base ASR.

Target: EMNLP / IEEE NLP

Paper · 2026

+5.6 percentage points

LLM Optimization for TensorFlow

Evaluation framework and fine-tuning recipe lifting benchmark task performance by 5.6 pp. Translates research improvements into production systems.

Target: NeurIPS / IEEE TNNLS

Paper · 2026

Empirical study

Trust in LLMs

Trust calibration with large language models — user perspectives on reliability, transparency, and accountability. Submission complete.

Paper · 2026

Drift mitigation

Multi-Agent Drift

Measuring and mitigating divergence in multi-agent systems. Framework for detecting drift across coordinated LLM agents.

03 · Building with Claude · AI · Automation

The agentic dev workflow

Claude Code in the daily build/test/ship loop, MCP servers in production, n8n orchestration, and real-time AI avatars. AI is the work, not a side project.

n8n LLM Orchestration · Ôdasie

Heavy n8n automation for LLM agent orchestration, API integrations, and approval workflows. Cut release cycles from weeks to hours via AWS infrastructure automation (EC2, S3, SQS, Lambda, Bedrock) plus Netlify, Coolify, GitHub Actions.

n8nClaudeAWSGitHub ActionsCoolify

MCP Servers in Production

6+ months of production MCP usage on real workloads at Ôdasie, then formalized into a peer-reviewed paper on MCP Server Architecture Patterns.

MCPClaudeTypeScriptPython

Real-Time AI Avatars

Built bi-directional voice + video + data avatar experiences using LiveKit + WebRTC at Ôdasie. Live talking AI avatars wired into customer onboarding and demos.

LiveKitWebRTCPipecatClaudeElevenLabs

BITS Law, Mumbai · AI for Marketing Masterclass

3-hour technical workshop: creative AI tooling, content + distribution automation, zero-code CRM pipelines, hands-on with LLM and image-gen tools.

WorkshopSpeakingClaudeImage-gen

04 · Open Source

Open Source & Tools

Reference implementations and tools — the voice AI server you can clone, a competitive-programming workspace, real-time document chat.

everything-claude-code · merged PR

Merged PR into one of the fastest-growing AI open-source agent ecosystems: 82k+ stars, 10k+ forks, 90+ contributors. Multi-agent workflows, memory, evals, and orchestration — contributing as one of many maintainers, not the originator.

Claude CodeMCPAgentsOpen Source

Qubekit Voice AI Server

Open-source LiveKit + Pipecat + Claude + ElevenLabs + Deepgram FastAPI reference implementation — SSE streams, JWT, runtime data exchange, React test client. The voice stack you can clone and ship.

FastAPILiveKitPipecatClaudeElevenLabsDeepgramWebRTC

CP Studio AI

All-in-one competitive programming workspace for VS Code & Cursor. Pull problems from Codeforces / LeetCode / GeeksforGeeks, instant testing, AI-powered code analysis with BYOK, contest dashboard.

VS Code ExtensionTypeScriptC++OpenRouterCodeforces API

RealStream ChatDoc

Real-time document intelligence platform — Kafka-based ingestion, AWS Glue + Athena ETL, vector-based document chat over Pinecone + Algolia + OpenAI.

KafkaAWS GlueAWS AthenaPineconeAlgoliaOpenAI

See everything on GitHub

05 · Speaking

Workshops & Talks

Live, hands-on technical workshops on AI tooling and production patterns.

Speaking

3-hour technical workshop

AI for Marketing Masterclass

BITS Law, Mumbai

Hands-on technical workshop for a mixed-seniority audience on creative AI tooling, content + distribution automation, zero-code CRM pipelines, and live builds with LLM and image-gen tools.

Live walk-through: prompt engineering, content automation, zero-code CRM
Hands-on with LLMs (Claude, GPT-4) and image-gen tools
Q&A on production AI patterns and what actually works

workshop.carsonrodrigues.com

06 · Recognition

Recognition

Peer review service and academic awards.

Recognition

2026

Certificate of Reviewing

European Journal of Computer Sciences and Informatics

Evaluated a manuscript as part of the peer review process — contributing to research quality in computer science and informatics.

Recognition

B.E. (Hons), Computer Engineering · CGPA 9.28

Best Outgoing Student Award

Don Bosco College of Engineering, Goa

Chairman of C-Codes (Students' Council) — organised INSPIRUS 2K21, two-day national tech event with 300+ participants.

07 · Earlier

Earlier Work

Enterprise IoT before voice AI; non-profit GenAI education before founding.

Siemens Enterprise IoT

Enterprise IoT desktop applications — 20k+ LoC, 1,000+ Jest tests, MQTT pub/sub, concurrent schedulers achieving ~3× performance improvement.

AngularElectronRxJSNestJSRxDBPythonMQTT

V3NEX

Co-founded non-profit introducing children to Generative AI. Workshops on text/image generation with local AI models; mentored students through deployed projects.

EducationGenAIMentorship

More on the blog — AI, voice systems, MCP, dev tools.

Available for senior AI / contract / FDE work

Building something with AI?

Voice agents, MCP servers, LLM pipelines, agentic workflows — pick a slot, drop a message, or send your email and I'll reply within a day.

Book a 30-min call WhatsApp me

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Replies within ~24 hours · Bengaluru, India · IST friendly

Things I've built.

Production Systems

Key features (5)

Key features (5)

Key features (5)

Key features (5)

Key features (5)

Key features (4)

Key features (4)

Key features (5)

Papers & Publications

MCP Server Architecture Patterns

Latency Optimization for Voice AI

ASR Intent Detection at Scale

LLM Optimization for TensorFlow

Trust in LLMs

Multi-Agent Drift

The agentic dev workflow

n8n LLM Orchestration · Ôdasie

MCP Servers in Production

Real-Time AI Avatars

BITS Law, Mumbai · AI for Marketing Masterclass

Open Source & Tools

everything-claude-code · merged PR

Qubekit Voice AI Server

CP Studio AI

RealStream ChatDoc

Workshops & Talks

AI for Marketing Masterclass

Highlights (3)

Recognition

Certificate of Reviewing

Best Outgoing Student Award

Earlier Work

Siemens Enterprise IoT

V3NEX

Building something with AI?