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absaravanan/README.md

Hi there, I'm Saravanan A B πŸ‘‹

Founding Engineer | ML Lead | LLM & AI Agents | Computer Vision | Patent Holder

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πŸš€ About Me

ML Lead at explai GmbH, Germany, with 8+ years of experience building production-scale AI systems across fashion tech, autonomous driving, document intelligence, and computer vision domains.

Previously, as a Founding Engineer at Signzy AI, I played a key role in scaling AI-driven document intelligence systems and enabling $25M+ funding.

Education & Credentials

  • πŸŽ“ M.Sc. Robotics (AI & ML) - RWTH Aachen University, Germany
  • πŸŽ“ B.E. - Anna University, India
  • πŸ“œ US Patent holder in Virtual Reality onboarding systems

Current Focus

  • πŸ€– Developing intelligent AI agents for data analytics workflows
  • πŸ”¬ LLM fine-tuning and multi-modal system architectures
  • πŸ—οΈ Scalable MLOps platform design and deployment

πŸ› οΈ Technical Stack

Languages        Python β€’ C++
AI/ML           LLMs (LLaMA, GPT) β€’ CLIP β€’ Diffusion Models β€’ Transformers β€’ GANs
Frameworks      PyTorch β€’ LangChain β€’ LangGraph β€’ FastAPI 
Data Pipeline   Dagster β€’ Airbyte β€’ Kafka β€’ Redis
Cloud & DevOps  AWS β€’ GCP β€’ Azure β€’ Docker β€’ Kubernetes
Databases       MongoDB β€’ MySQL β€’ Snowflake β€’ ElasticSearch
Monitoring      Metabase β€’ Kibana β€’ Grafana

πŸ’Ό Professional Experience

  • explai GmbH β†’ Founding Engineer - ML Lead
  • Streamoid Technologies β†’ Tech Lead - Visual Team
  • BMW Group β†’ Computer Vision Engineer
  • Signzy AI β†’ Founding AI Engineer
  • TVS Motors β†’ Software Engineer

πŸ”¬ Key Projects & Innovations

πŸ€– AI Agent Systems

  • Multi-agent frameworks using LangGraph for automated data analysis
  • Proactive insight generation for business intelligence platforms

πŸ‘— Fashion & E-commerce AI

  • Visual search engines processing millions of product images
  • Virtual photoshoot generation using diffusion models
  • Real-time fashion cataloging and recommendation systems

πŸ“„ Document Intelligence

  • OCR models deployed across India's top 3 banks
  • High-throughput document processing (3.5M docs/day capability)
  • Multi-language document understanding systems

πŸ” Computer Vision Systems

  • Background segmentation optimized for fashion datasets
  • Real-time object detection for autonomous driving applications
  • Custom model architectures for specialized visual tasks

πŸ† Impact & Recognition

  • πŸ… Featured in The Economic Times for innovative document processing solutions
  • πŸš€ Google AI Launchpad 2018 Alumni
  • πŸ”₯ Facebook AI Innovation Accelerator 2019 Alumni
  • ⚑ 100+ ML models deployed in production environments
  • πŸ’° $25M+ funding enabled through technical contributions as founding engineer

🌱 Current Interests

  • Agentic AI: Building autonomous systems that can reason and act
  • Multimodal LLMs: Vision-language models and their applications
  • MLOps: Streamlining ML lifecycle from research to production

🀝 Let's Collaborate

I'm passionate about:

  • πŸ”¬ Engineering intelligent systems
  • πŸ‘₯ Mentoring emerging engineers
  • πŸ’‘ Experimenting with cutting-edge research
  • 🌍 Building AI solutions with real-world impact

Get in touch:


"Building the future, one model at a time"

Pinned Loading

  1. M2Det M2Det Public

    Forked from VDIGPKU/M2Det

    M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

    Python