Transforming Development With Innovative Frameworks And Architectures For Cutting-Edge Agentic AI and NLP systems.

Personal work that tells my story

AI Engineer - NLP Specialization

Projects

Screenshot of a chatbot interface demonstrating natural language understanding.
Screenshot of a chatbot interface demonstrating natural language understanding.
StratoVector.ai
Visualization of sentiment analysis results on social media data.
Visualization of sentiment analysis results on social media data.
Code snippet showing transformer model fine-tuning for text classification.
Code snippet showing transformer model fine-tuning for text classification.
Dashboard displaying real-time AI model performance metrics.
Dashboard displaying real-time AI model performance metrics.
ML DL Projects

Analyzing data and building models using ML and DL

Modular Retrieval-Augmented Generation Framework

Experience Highlights

Pioneering Work in Agentic AI Architectures and Scalable AI Engineering
  • Built advanced agentic AI frameworks, including a multi-agent workflow engine and a memory-coordinated architecture enabling truly asynchronous, coordinated agent behavior.

  • Engineered high-performance synthetic data systems, creating a platform capable of generating ~10GB of domain-accurate data in minutes across retail, finance, and travel domains.

  • Developed unified AI interoperability tooling, including an SDK that seamlessly integrates A2A and MCP protocols within a single framework for extensible agent–tool communication.

  • Created next-generation AI developer SDKs—StratoVector.ai for automated RAG pipeline construction and TuneLLM.ai for accessible, advanced LLM fine-tuning without deep AI/ML specialization.

Passionate about crafting smarter AI systems.

Work

AI Engineer

Adobe

Jan 2024 - Present

Engineered custom ML models and Generative AI applications, designing full-stack architectures to support complex, production-grade AI systems. Led development of a Python-based agentic AI framework, fine-tuned safety-aligned LLMs, and built scalable components including a high-throughput synthetic data generator for domain-specific datasets.

AI/ML Engineer

Deloitte India

Apr 2022 - Jan 2024

Designed AI/ML solution architectures and built NLP systems for sentence structure detection, grammar correction, text scoring, readability assessment, classification, and topic modeling, including fine-tuned LLMs for audit-focused use cases.

Photo of snehabhalerao working on a laptop with AI code on screen in a cozy workspace.
Photo of snehabhalerao working on a laptop with AI code on screen in a cozy workspace.

Also worked as ETL developer at Birlasoft, TCS, Saama Technologies, and Barclays India

Hi, I'm Sneha. Bhalerao

AI/ML engineer passionate about NLP, sharing projects and insights to connect with future collaborators.

Portrait of Snehabhalerao working on a laptop surrounded by AI and NLP-themed notes.
Portrait of Snehabhalerao working on a laptop surrounded by AI and NLP-themed notes.

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Published articles

Packages

Get in touch

Reach out for collaborations or questions.

A cozy workspace with a laptop, notebook, and a cup of coffee inviting connection.
A cozy workspace with a laptop, notebook, and a cup of coffee inviting connection.