# Nidhi Rajkotia

Nidhi Rajkotia is a remote worker on Himalayas, Applied AI Engineer at Tata Consultancy Services, based in India.

Source: https://himalayas.app/@nidhirajkotia

```text
Applied AI Engineer at Tata Consultancy Services building production LLM agents and RAG systems.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 127k+ INR |
| Job categories | Applied AI Engineer, AI Engineer, Machine Learning Engineer |
| Skills | Generative AI, Large Language Models, RAG, Multi Agent Systems, LLM orchestration, AI Evaluation, Hybrid Retrieval, Reranking, Python, LangGraph, Azure OpenAI, AWS, fastAPI, Vector Databases, Faiss |
| LinkedIn | https://linkedin.com/in/nidhi-rajkotia |
| GitHub | https://github.com/nidhzpatel |

## About

```text
At Tata Consultancy Services, I architected a LangGraph conversational Q&A agent on Azure OpenAI for 400+ CPG analysts. It processed 5K+ daily queries and improved SQL accuracy from 71% to 92% with safety guardrails and multi-turn follow-up resolution.

I also built a multimodal RAG platform for video and image retrieval, improving precision@5 by 60% while maintaining sub-500ms p99 latency. Across my work, I focus on making production GenAI systems reliable through retrieval, evaluation, and deployment practices.
```

## Experience

### Applied AI Engineer (current)

[Tata Consultancy Services](https://himalayas.app/companies/tata-consultancy-services). Nov 2023 - Present

```text
Architected a Security Analyst agent for law enforcement with 9-node orchestration, tool calling, SSE streaming, and PII-redacted RAG ingestion. Productionized a deterministic LangGraph-based conversational Q&A agent on Azure OpenAI GPT-4 Turbo for 400+ CPG analysts, processing 5K+ daily queries and delivering 92% SQL accuracy and 87% follow-up resolution rate.
```

Skills: Python, fastAPI, LangGraph, Azure-OpenAI, GPT-4-Turbo, ChromaDB, RAG, Ragas, LLM-As-A-Judge, SQL, Azure-AI-Search, OpenSearch, BM25, Cross-Encoder-Re-Ranking, Semantic-Caching-(GPTCache), Terraform, Bicep, Kubernetes, MLFlow, Weights-Biases

## Education

### Indian Institute of Information Technology Vadodara

M.Tech, Computer Science. 2020 - 2022

```text
Pursued M.Tech in Computer Science with specialization in AI/ML from 2020 to 2022.
```

### Government Engineering College Bhavnagar

B.E., Information Technology. 2015 - 2019

```text
Completed B.E. in Information Technology from 2015 to 2019.
```

### Amazon Web Services

AWS Developer Certificate, Cloud Computing

```text
Earned AWS Developer Certificate.
```

### Microsoft

Azure AI Engineer Associate (AI-102), Artificial Intelligence

```text
Earned Azure AI Engineer Associate certification.
```

### Microsoft

Azure Data Scientist Associate (DP-100), Data Science

```text
Earned Azure Data Scientist Associate certification.
```

## Tech stack

- Kubernetes
- Helm
- Terraform
- React
- Python
- C++
- MLflow
- FastAPI
- SQL
- Ollama
- ChromaDB
- Weights & Biases
- AutoGen
- Pydantic
- Pinecone
- CrewAI
- Ragas
- Bicep
- Faiss
- LangGraph

To contact Nidhi, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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