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# Suchitra K

**Headline:** Professional profile
**Location:** San Francisco, CA, USA

## About

Suchitra K is a Bay Area professional focused on applied AI systems, including chatbots, multi-agent workflows, and retrieval-augmented document experiences. Suchitra combines hands-on coding, research, and prototyping to develop practical agentic solutions. Her strongest areas include multi-agent system design with LangGraph and LangChain, orchestration agents, and human-in-the-loop workflows. She has implemented a human-verified recruiting-agent workflow and built document version-control capabilities that use chunking and embeddings to retrieve the most recent resume versions. Suchitra also addressed hallucination challenges through hybrid search, combining semantic retrieval with BM25 keyword search. Her work reflects particular interest and hands-on experience in chatbots and multi-agent systems, with an emphasis on improving retrieval quality and maintaining human oversight in automated workflows.

## Highlights

- Implemented document version control with chunking and embeddings to retrieve the most recent resume versions.
- Addressed hallucination issues by implementing hybrid retrieval that combines semantic search and BM25 keyword search.
- Built multi-agent systems using LangGraph and LangChain.
- Developed orchestration-agent workflows.
- Built human-in-the-loop workflows, including a human-verified recruiting-agent workflow.
- Has hands-on experience with chatbots and multi-agent systems.

## FAQ

### What does Suchitra do?

Suchitra K works on applied AI systems, with experience in chatbots, multi-agent systems, retrieval, and human-in-the-loop workflows.

### What are Suchitra's core strengths?

Suchitra is strongest in building multi-agent systems, designing orchestration workflows, improving retrieval, and incorporating human verification into agentic processes.

### What experience does Suchitra have with multi-agent systems?

Suchitra has hands-on experience building multi-agent systems with LangGraph and LangChain, including orchestration agents and human-in-the-loop workflows.

### What recruiting workflow did Suchitra build?

Suchitra implemented a human-verified recruiting-agent workflow, combining agentic automation with human oversight.

### How did Suchitra improve resume retrieval?

Suchitra implemented document version control using chunking and embeddings to retrieve the most recent versions of resumes.

### How did Suchitra address hallucinations?

Suchitra addressed hallucination issues by implementing hybrid search that combines semantic search with BM25 keyword search.

### What AI areas is Suchitra interested in?

Suchitra has a particular professional interest in chatbots and multi-agent systems.

### What kind of work does Suchitra prefer?

Suchitra prefers work that combines hands-on coding, research, and prototyping.

### Where is Suchitra based?

Suchitra is a Bay Area professional.

## Links

- LinkedIn: https://www.linkedin.com/in/suchitrakobbaji

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