/ About

Name
Ganesh Mamidipalli
Title
AI Lead Developer
Currently
NIAR, Wichita State University
Experience
7+ Years
Download Resume
Hi, I'm Ganesh Hemanth Mamidipalli — an AI Lead Developer with 7+ years of experience architecting and delivering enterprise-grade GenAI systems in regulated, high-stakes industries including aviation and aerospace.
My expertise spans LLM fine-tuning (QLoRA, GRPO, PEFT, RLHF), multi-agent pipeline design (MCP, A2A, ADK), RAG architecture, and MLOps/LLMOps governance on AWS and GCP. I have a proven track record of driving AI initiatives from PoC to production and leading cross-functional engineering teams.
Currently, I'm advancing aviation AI research at the National Institute for Aviation Research (NIAR), Wichita State University — building multi-agent systems and governed LLM pipelines for aerospace compliance.
If you're looking for an engineer who can take GenAI from concept to production at scale, let's build something extraordinary together!
My expertise spans LLM fine-tuning (QLoRA, GRPO, PEFT, RLHF), multi-agent pipeline design (MCP, A2A, ADK), RAG architecture, and MLOps/LLMOps governance on AWS and GCP. I have a proven track record of driving AI initiatives from PoC to production and leading cross-functional engineering teams.
Currently, I'm advancing aviation AI research at the National Institute for Aviation Research (NIAR), Wichita State University — building multi-agent systems and governed LLM pipelines for aerospace compliance.
If you're looking for an engineer who can take GenAI from concept to production at scale, let's build something extraordinary together!
/ Skills & Expertise
GenAI & LLM
LLM Fine-Tuning (QLoRA, GRPO)
Multi-Agent Systems (MCP, A2A, ADK)
LangGraph / LangChain
RAG Pipelines
Prompt Engineering
Guardrails & NER
ML Frameworks
PyTorch & TensorFlow
Hugging Face Transformers
scikit-learn
LlamaIndex
MLflow
ONNX
MLOps & Governance
LLMOps Pipelines
Kubeflow & Vertex AI
Langfuse / Promptflow
Terraform (IaC)
CI/CD (Tekton, Jenkins)
Model Governance
Cloud Platforms
GCP (Vertex AI, BigQuery)
AWS (SageMaker, EKS, Bedrock)
Azure
Cloud Run
Docker & Kubernetes
Data & Infrastructure
FAISS / Pinecone / ChromaDB
PySpark & Databricks
Apache Kafka
PostgreSQL / MongoDB
Delta Lake
LLMs & Models
Gemini & GPT-4o
Llama / BERT / RoBERTa
DistilBERT / T5 / BLOOM
DeepSeek
Gemma