Open to opportunities

Harsha Mantrodi

@harshamantrodi

Message

Fresher GenAI/LLM engineer building production RAG systems and MLOps-ready deployments for scalable AI services.

India

Message

What I'm looking for

I’m looking for a full-time role in GenAI and MLOps where I can build LLM/RAG products, fine-tune models, and own CI/CD and containerized deployments on AWS with strong engineering mentorship.

I’m a fresher AI/ML engineer specializing in Generative AI, LLM engineering, and RAG pipelines. I’ve built production-grade systems using LangChain, Qdrant, FastAPI, and GPT-4o, and I’m also hands-on with SDXL LoRA fine-tuning.

Currently, I’m working as a DevOps Engineer Trainee while pursuing full-time GenAI and MLOps roles. I design CI/CD pipelines with Docker and Jenkins, manage Kubernetes deployments for containerized ML services, and build end-to-end AI experiences like an iFixRAG production RAG chatbot, an AgriTech platform with Gemini AI, and an SDXL logo generation pipeline.

Experience

Work history, roles, and key accomplishments

Current

DevOps Engineer Trainee

Current

Matriqz AI

Jan 2026 - Present (7 months)

Provision and maintain AWS infrastructure for ML model serving and scalable application workloads. Designed CI/CD pipelines with Docker and Jenkins and managed Kubernetes Deployments, Services, and Ingress for containerised ML services.

AWS CI CD Docker Jenkins Kubernetes Monitoring Logging

Machine Learning Intern

Future Interns

Sep 2025 - Nov 2025 (2 months)

Built ML models for sales forecasting, customer churn prediction, and NLP-based chatbot systems. Completed end-to-end data preprocessing, feature engineering, model training, and evaluation on structured and unstructured datasets.