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Vignesh Srinivasan

I’m a founder and product-first engineer who builds and ships AI-powered SaaS from 0 to real users.

Over the last 8+ years, I’ve worked across engineering, product, and customer-facing roles building full-stack platforms, leading teams, and solving messy real-world problems where architecture, UX, and business outcomes collide.

I’ve built multiple SaaS products for clients and also launched 2 products of my own, which gave me deep experience in:

- Solution architecture and systems thinking

- AI product design (RAG, speech-to-text, multilingual pipelines)

- Building scalable backend systems end-to-end

- Translating business requirements into technical execution

- Shipping production software under real constraints

I’ve also led multiple client SaaS builds end-to-end, including roles as CTO and Head of Product & Development, owning architecture, delivery, and outcomes.

  • Role

    Lead Solutions Architect & RAG Engineer

  • Years of Experience

    8 years

Skillsets

  • event-driven architecture
  • High-concurrency api
  • Websockets
  • vector embeddings
  • Serverless
  • semantic search
  • Restful APIs
  • React Native
  • RAG Architecture
  • OpenAI
  • NoSQL
  • Multimodal pipelines
  • legacy system migration
  • Latency Optimization
  • GCP
  • document stores
  • CI/CD
  • AWS Lambda
  • API Gateway
  • whisper
  • Firestore
  • react
  • Python
  • Pinecone
  • Node.js
  • Microservices
  • LangChain

Professional Summary

8Years
  • Apr, 2025 - Present1 yr 1 month

    Founder & Lead Solutions Architect

    Waveflo Ai
  • Sep, 2024 - Mar, 2025 6 months

    Founder & AI Solutions Architect

    Trucations
  • Jan, 2024 - Aug, 2024 7 months

    AI Architect & RAG Engineer

    Classy Class
  • Jun, 2021 - Jun, 20221 yr

    Senior Software Developer

    Swift Robotics
  • Feb, 2022 - Feb, 20231 yr

    Head of Product & Development

    Maximum Network
  • Apr, 2022 - Jun, 2022 2 months

    Software Consultant (Legacy Modernization)

    Kadimi Special Steels
  • Dec, 2020 - Sep, 20243 yr 9 months

    Co-Founder & Principal Architect

    Cordana Ecosystem
  • Oct, 2020 - Jun, 2021 8 months

    Software Developer

    Swift Robotics
  • Jan, 2019 - Jul, 20212 yr 6 months

    Software Design & Full-Stack Engineer

    Accenture

Work History

8Years

Founder & Lead Solutions Architect

Waveflo Ai
Apr, 2025 - Present1 yr 1 month
    Architected end-to-end automation pipelines integrating LLM-driven analysis with operational workflows, replacing manual logic with semantic intelligence. Designed scalable API schemas and data models to unify disparate CRMs and databases, ensuring data consistency across multi-tenant environments. Engineered Python and Node.js microservices to extend automation capabilities, implementing structured attributes and logic handling beyond standard integrations. Achieved a 98% reduction in response latency (4 hours to 2 minutes) by optimizing event-driven triggers and processing logic.

Founder & AI Solutions Architect

Trucations
Sep, 2024 - Mar, 2025 6 months
    Designed a multimodal AI pipeline for video media assets, utilizing fine-tuned Whisper models to generate time-coded transcripts and metadata with 96-97% accuracy. Operationalized a Hybrid Search & QA system, blending AI-generated confidence scores with human validation loops to guarantee 99.9% accuracy for compliance-heavy educational media. Built a production-grade cloud processing architecture (GCP/Python) capable of handling heavy media ingestion and rapid turnaround for university-scale video content. Managed the ingest and transformation of technical video datasets (300+ hours) to fine-tune STT models, directly aligning audio embeddings with domain-specific terminology.

AI Architect & RAG Engineer

Classy Class
Jan, 2024 - Aug, 2024 7 months
    Architected a Next-Gen Search foundation using RAG (Retrieval-Augmented Generation), Pinecone (Vector DB), and LangChain to enable semantic retrieval across unstructured course assets (PDFs, Video Transcripts). Implemented embedding integration pipelines that converted raw educational content into vector space, enabling intuitive natural language search for students. Engineered a multimodal transformation system combining Speech-to-Text (Whisper), Translation, and Voice Synthesis to localize media content into 30+ languages. Optimized model performance and indexing costs by 50-60% through A/B testing of different embedding strategies and fine-tuning parameters.

Software Consultant (Legacy Modernization)

Kadimi Special Steels
Apr, 2022 - Jun, 2022 2 months
    Led a Legacy Modernization initiative, engineering extraction scripts to migrate unstructured machine data from legacy on-premise servers to a modern cloud-based visualization dashboard. Designed a real-time batch reporting pipeline, transforming raw industrial data into structured insights for immediate decision-making.

Head of Product & Development

Maximum Network
Feb, 2022 - Feb, 20231 yr
    Optimized data access patterns for high-volume blockchain data, reducing aggregation query latency from 10+ seconds to 1.2 seconds (88% performance improvement). Architected a personalized recommendation engine, analyzing user risk profiles (structured attributes) to generate semantic portfolio suggestions.

Senior Software Developer

Swift Robotics
Jun, 2021 - Jun, 20221 yr
    Computer Vision: Optimized real-time object tracking algorithms (Vision-based localization) for autonomous robots, processing sensor imagery with low latency. Edge Deployment: Deployed efficient CV models on edge devices, balancing accuracy trade-offs with compute constraints.

Co-Founder & Principal Architect

Cordana Ecosystem
Dec, 2020 - Sep, 20243 yr 9 months
    Designed and maintained a NoSQL Document Store architecture (Firestore), modeling complex object-style relationships for user health data and clinical workflows. Migrated and optimized cloud infrastructure, reducing spend by 32% while supporting scalable backend services for a high-availability healthcare platform (99.9% uptime). Developed business-critical APIs and recommendation engines, structuring data payloads to support real-time querying by mobile and web clients.

Software Developer

Swift Robotics
Oct, 2020 - Jun, 2021 8 months
    Integration: Developed REST APIs and real-time bridges to connect mobile applications with autonomous robotic hardware using Python and TypeScript (React Native).

Software Design & Full-Stack Engineer

Accenture
Jan, 2019 - Jul, 20212 yr 6 months
    Applied Statistics: Collaborated with engineering teams to apply statistical models for industrial automation and predictive maintenance prototypes.

Education

  • Bachelor of Engineering - Computer Science

    Chennai Institute of Technology (2022)