Sneha Balerao

AI | ML | LLM Engineer

Resume

Work Experience

AI Engineer | Adobe - Jan 2024 to Present
  • Developing custom machine learning models and Generative AI applications for client and internal use cases.
  • Designing complete software architectures for Generative AI solutions. 
  • Leveraging Adobe tools (AMM, Customer AI) to build tailored client solutions. 
  • Leading framework development for an Agentic AI platform in Python. 
  • Fine-tuning LLMs with guardrails to ensure safe and reliable platform deployment. 
  • Building scalable AI applications, including a synthetic data generator capable of producing large-scale domain-specific datasets
Python/ML Developer | Deloitte - Apr 2022 to Jan 2024
  • Gathering requirements and creating service-level designs for AI/ML solutions. 
  • Implementing sentence structure identification, grammar error correction, text scoring, and readability assessment models. 
  • Building machine learning and deep learning models for text classification and topic modeling. 
  • Fine-tuning LLMs for grammar error correction, applied to audit finding writing use cases. 
  • Developing a prototype application, including front-end in ReactJS and backend integration. 

Also worked at Birlasoft, TCS, Saama Technologies, And Barclays India

Education

PGD in AI/ML | NIT Warangal - Mar 2021 to Jan 2022
Pro-degree in Data Science | Imarticus - Apr 2019 to Jan 2020
Diploma in Java Technology - Oct 2012 to May 2013
BE | Pune University - Aug 2008 to Jun 2012

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