Veenus Yadav

About Veenus Yadav

As a Generative AI practitioner with deep experience in building real-world LLM…

Experience

1. Associate Specialist

   MSD

   Mar 2024 — Present · Pune, IN

   Built modular agent workflows using LangGraph and AutoGen for scalable decision-making in job matching and enterprise insights.• Designed agents for query parsing, entity validation, semantic ranking (Cornac), and LLM feedback.• Integrated MCP (Model-Context-Protocol) to enable interaction with APIs, tools, and databases.• Focused on agent reusability, traceability, and extensibility. & • Reduced latency using Redis/in-memory caching for tool calls.• Used LangGraph Checkpointer to persist agent states for fault-tolerant, resumable execution.• Serialized full reasoning traces (inputs/outputs, state changes, reflections) for auditability and debugging. & • Migrated RAG systems to AWS-native infra (S3, Lambda, EC2, API Gateway).• Refactored orchestration for modular deployment and cost-effective operations.• Developed tools for chunking, semantic retrieval, and summarization in enterprise knowledge access. • Implemented JWT-based auth, refresh token flow, and role-based access.• Integrated LLM tools via clean FastAPI abstractions for session history and invocation. & • Created rule-based generators for enterprise tabular data to test LLM pipelines.• Used PySpark and SQL to power NLQ over structured marketing and sales datasets. & • Built intent classifiers using HuggingFace and spaCy for marketing queries.• Curated datasets for multi-intent and zero-shot use cases.• Enabled intent-aware flow control in orchestration pipelines.

Education

• Indian Institute of Technology, Indore

  Master of Science - MS

  2022 — 2024

• Madhav Institute of Technology and Science, Gwalior

  Bachelor of Engineering (B.E.)

  2012 — 2016

• Indian Institute of Management, Indore

  Master's degree

  2022 — 2024

• Little Flower House Senior Secondary School

  Higher Secondary School

  1998 — 2012

Skills

• Research
• Microsoft Word
• Electronics
• Team Leadership
• Internet Strategy
• C
• Programming
• Microchip Pic
• Management
• Text Editing
• Content Development
• Applied Physics
• Technical Writing
• Leadership
• Editing
• Creative Writing
• Microcontrollers
• C++
• Embedded Systems
• Project Management
• Team Management
• Logical Approach
• Innovation Development
• Training
• Embedded C
• Matlab
• Microsoft Office
• Atmel Avr