Aditi Singh

About Aditi Singh

I am an Applied AI Scientist working at the intersection of NLP, Generative AI, and Large Language Models (LLMs). My current work focuses on transformer-based R&D, LLM evaluation, and building agentic AI frameworks to create scalable, reliable, and impactful AI systems.With a doctoral background in machine learning for biomedical image analysis, I bring 5+ years of expertise in deep learning and now apply that foundation to advancing next-generation NLP applications.Specialties: Generative AI, NLP, LLM Evaluation, RAG, Agentic AI Workflows, Computer Vision, Reinforcement LearningProgramming: PythonFrameworks: PyTorch, Hugging Face, LangChainBeyond work, I am a forever-learner and explorer. I welcome challenges—technical, physical, and personal—that push me to grow and discover new perspectives.I am especially excited about shaping trustworthy, adaptable AI systems that combine reasoning, creativity, and domain expertise, bridging the gap between cutting-edge research and real-world impact.

Experience

1. Senior Applied Ai Scientist

   iManage

   Sep 2022 — Present

Education

• Indian Institute of Technology, Madras

  Bachelor of Technology - BTech, Electrical and Electronics Engineering

• University of Houston

  Doctor of Philosophy (Ph.D.), Electrical and Computer Engineering

  2016 — 2021

• Indian Institute of Technology, Madras

  Dual degree( Btech. + Mtech.), Electrical and Electronics Engineering

  2011 — 2016