Areas of expertise

  • Computer Vision
    • Deep learning, Predictive AI
    • Supervised, Self-supervised learning
    • Object Detection, Segmentation
    • 3D, Activity Recognition, Human Pose
    • Classical CV algorithms, Image Processing
    • Embedded systems, DSP, Optimizations
    • SDKs, APIs, Cross-Platform development
  • Generative AI 
    • Stable Diffusion, Fine tuning, LORA, Inpainting
    • LLMs (Large Language Models)
    • RAG (Retrieval Augmented Generation)
    • GANs (Generative Adverserial Networks)
  • Machine Learning Development Pipeline
    • Setting up ML Teams
    • Setting up Agile Processes​
    • ​Technology due diligence
    • Data-centric AI​
    • ​Real data sourcing, Synthetic data
    • Labeling, Attrubute tagging
    • Semi/Weakly supervised, Active learning
    • Model development 
    • Fairness and bias considerations
    • MLOps
    • Edge and cloud deployment
    • Tools and infrastructure
    • Testing methdology

ABOUT Sanjay Nichani

With over 25 years of experience and 40 patents issued, I have a track record of inventing, creating and growing multiple R&D teams to develop technology that now power many products in use globally..