Research Interests : Speech(ASR), Language Models, NLP/G, LLM Agents and World Models, Behavioral Science, Computational Advertising, Search Relevance, IR and Voice Assistants
With over 16 years of experience in ML/AI, I have developed and scaled models using large-scale datasets across various domains, including retail, FMCG, search relevance, computational advertising, and voice assistants. In my most recent role, I work as a Senior Scientist, where I focus on building advanced speech and language models for voice assistants (Alexa) in the shopping domain. My technical leadership in research and applied science, spans early adoption of state-of-the-art research into ML products, driving science efficiency and accelerating innovation. I am recognized for my first-principles thinking and a constant-learning mindset, qualities that have consistently led to innovative and unconventional solutions to challenging problems. Additionally, I have advised early-stage startups in the advertising and healthcare space. I love reading books(non-fiction), hiking outdoors, landscape/astro photography and spending time with family.
Past Life: Management Consultant for a fortune-50 CPG Pharma advising one of the world's largest loyalty program rollout
🔍 Dive into the #McGurkEffect: where our eyes trick our ears in speech perception. 👁️👂 How does what we see change what we hear? It's more than an illusion—it's shaping the future of #AI as multimodal LLMs. #LLM #SpeechRecognition #TechInsights ➡️ https://t.co/wCfeqV45Jm
— Deepak Babu P R (@prdeepakbabu) December 4, 2023
"Solving a problem simply means representing it so as to make the solution transparent" - Herbert Simon
"The whole is greater than the sum of its parts" - Aristotle
"Continuous improvement is better than delayed perfection" - Mark Twain