# Siva Medikonda

Siva Medikonda is a remote worker on Himalayas, Generative AI Engineer at Honeywell, based in United States.

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

```text
Generative AI Engineer at Honeywell who built a five-agent BI platform that cut weekly reporting from 3 days to 4 hours.
```

| Detail | Value |
| --- | --- |
| Availability | Open to opportunities |
| Location | United States |
| Authorized to work in | United States |
| Salary expectations | 90k+ USD |
| Job categories | Generative AI Engineer, Generative AI Developer, AI Engineer, Machine Learning Engineer |
| Skills | Generative AI, LLM Applications, Multi Agent Systems, RAG, Agent orchestration, Semantic Search, Hybrid Search, LLMOps, MLOps, Model Fine Tuning, LoRAs, QLoRA, Prompt Engineering, Natural Language Processing, Machine Learning |

## About

```text
At Honeywell, I architected a five-agent business intelligence platform with AutoGen and LangGraph that cut weekly reporting from 3 days to 4 hours. I connected the agents to enterprise systems through MCP and built a hybrid-search retrieval layer with LlamaIndex and Pinecone.

Previously, I built clinical-data AI systems at Athena Health, including RAG pipelines and fine-tuned models, and developed retrieval, NLP, and ML systems at Bajaj Finance and Divi's Laboratories. My work spans production LLM applications, model fine-tuning, and deployment on AWS and GCP.
```

## Experience

### Generative AI Engineer (current)

[Honeywell](https://himalayas.app/companies/honeywell-international-inc). May 2025 - Present

```text
Architected a production multi-agent business intelligence platform using Microsoft AutoGen and LangGraph, cutting weekly reporting time from 3 days to 4 hours. Integrated Model Context Protocol to connect agents to enterprise systems, reducing custom integration work by 60%.
```

Skills: Python, AutoGen, LangGraph, Lang-Chain, LlamaIndex, Langsmith, MCP, Pinecone, Docker, Kubernetes, AWS, AWS-ECS, Sagemaker, S3, Airflow, Snowflake, MLFlow, Guardrails-AI

### Generative AI Developer

[Athena Health](https://himalayas.app/companies/athenahealth). Dec 2023 - May 2025

```text
Built enterprise AI systems using GPT-4, LLaMA 2, BERT, and MiniLM for real-time summarization and semantic search over clinical data. Deployed containerized inference services on Kubernetes and AWS Lambda, maintaining 99.9% uptime.
```

Skills: Python, Hugging-Face-Transformers, Lang-Chain, GPT-4, BERT, PyTorch, TensorFlow, Kubernetes, Docker, AWS, Lambda, Sagemaker, S3, Faiss, Pinecone, Airflow, CI-CD

### AI Engineer

[Bajaj Finance](https://himalayas.app/companies/bajaj-finserv-ltd). May 2022 - Jul 2023

```text
Designed Retrieval-Augmented Generation systems connecting LLMs to vector stores for knowledge-grounded responses. Built AI/ML infrastructure on AWS and GCP using Terraform and Kubernetes.
```

Skills: Python, Faiss, Pinecone, ChromaDB, AWS, Sagemaker, EC2, Lambda, GCP, Terraform, BERT, T5-Transformer, SpaCy, Docker, Kubernetes, Jenkins, Airflow

### ML Engineer

Divi's Laboratories. May 2020 - Apr 2022

```text
Built end-to-end ML pipelines for data preprocessing, training, evaluation, and deployment using TensorFlow, PyTorch, and Scikit-learn. Developed NLP solutions for text classification, topic modeling, and sentiment analysis.
```

Skills: Python, Pandas, NumPy, scikit-learn, PyTorch, TensorFlow, Hugging-Face-Transformers, Faiss, AWS-Sagemaker, GCP, MLFlow, DVC, Docker, Kubernetes, Airflow

## Education

### Bharath Institute of Higher Education and Research

Bachelor of Technology, Electronics and Communication Engineering

```text
Earned a Bachelor of Technology in Electronics and Communication Engineering.
```

### New England College

Master of Science, Computer Science. 2023 - 2025

```text
Pursued a Master of Science in Computer Science, focusing on advanced computing topics and completing academic projects in predictive modeling and real-time IoT data analysis.
```

## Tech stack

- Snowflake
- Apache Spark
- AWS Glue
- Amazon EC2
- Amazon S3
- Kubernetes
- Amazon EKS
- AWS CodePipeline
- Jenkins
- GitHub Actions
- NumPy
- Pandas
- PySpark
- PostgreSQL
- MongoDB
- Microsoft SQL Server
- Terraform
- Python
- TensorFlow
- PyTorch
- MLflow
- scikit-learn
- Grafana
- Prometheus
- SpaCy
- Gemini
- Elasticsearch
- OpenSearch
- AWS Lambda
- Google Cloud Functions
- Docker
- SQL
- Amazon SageMaker
- XGBoost
- LangChain
- LlamaIndex
- Weaviate
- ChromaDB
- Weights & Biases
- Pydantic
- Pinecone
- Guardrails AI
- Faiss
- LangGraph
- LangSmith
- Power BI
- AWS

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

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