Email: [email protected]

Contact: 7208588393

Professional Summary

I specialize in researching and implementing advanced solutions using ML, NLP, IR, LLM, MLOPS. My expertise lies in solving complex business problems by applying both conventional and state-of-the-art strategies. In addition to research, I design, build, and architect comprehensive end-to-end applications, ensuring robust and scalable implementations.

Skills

Work experience

As an AI NLP engineer with 10 years of experience, I specialize in transforming abstract concepts into precise NLP problem statements, developing and scaling optimized solutions, and managing both downstream and upstream projects. I have a proven track record in delivering impactful AI products, including multiple HERO(high revenue generating) products for the companies. My expertise in AI NLP, coupled with my ability to research, design solutions, write code, lead and consult teams, ensures the successful implementation of AI solutions.

Senior Applied Scientist

Accrete*, Mumbai – (09-Nov-2020 to Present)*

  1. Designed, developed, and productionized Argus—a flagship product leveraging IR technologies, semantic knowledge, and graph-based systems to uncover latent insights and hidden knowledge.
  2. Led the research, design, and delivery of the Narrative Engine (core of the Nebula social product), providing users with actionable insights from their data using large-scale clustering, IR techniques, and LLM-based methods.
  3. Developed an in-house Retrieval-Augmented Generation (RAG) and Graph RAG framework to accelerate solution development, streamline evaluation and deployment, and enable seamless adoption by other teams.
  4. Built a Reddit content-based image retrieval system that bypasses traditional OCR-heavy pipelines, improving efficiency and scalability.
  5. Proficient in RAG, prompt engineering and LLM fine-tuning techniques like PEFT, LoRA, and QLoRA using unsloth.
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