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Satya Namani
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Satya Namani

Studies AI‑ML, builds robust NLP models and multimodal speech emotion systems.

Hyderabad, India · MSc AI‑ML, TU Darmstadt · AI Engineer, Accenture · BTech, IIT Ropar

Satya's brain

Updated 2 hr ago
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How Satya thinks

Robustness first

Emphasizes defending NLP models against adversarial attacks before chasing performance gains.

LLM‑augmented datasets

Creates novel datasets enriched by large language models to improve captioning and description tasks.

Multimodal fusion

Combines CNNs, RoBERTa, and attention to fuse audio and text for emotion detection.

Talk to Satya about

  • Adversarial NLP

    How adversarial attacks expose weaknesses in language models and defenses improve robustness.

  • Speech emotion recognition

    Ways multimodal models combine audio and text to detect and describe emotions in speech.

  • Agentic AI development

    Approaches for building autonomous AI agents using tools like LangChain and Semantic Kernel.