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
StratoVector.ai
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.
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.
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