Open to opportunities

Garv Sharma

@garvsharma

Message

I am an ML engineer deploying scalable AI and production-grade LLM systems for product impact.

India

Message

What I'm looking for

I seek a role building and productionizing LLMs and scalable ML systems, working cross-functionally in an agile, data-driven team that values ownership and measurable product impact.

I build and productionize ML systems that power product features and improve user outcomes. I have deployed and served advanced models (BERT, EfficientNet) on AWS and GCP Vertex AI using FastAPI and Flask, supported high-traffic endpoints, and automated CI/CD and drift detection to reduce manual oversight.

I focus on end-to-end ML workflows—data pipelines with Airflow and Spark, experiment tracking with MLflow, and model optimization using Optuna and GridSearchCV. My projects include LLM orchestration and RAG pipelines that improved latency and QA accuracy, and I continuously apply statistical and engineering practices to deliver measurable product impact.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer Trainee

Current

Moral Connections Pvt. Ltd.

Feb 2025 - Present (6 months)

Led deployment and automation of production-grade ML systems with drift detection and CI/CD, reducing manual oversight by 25%. Scaled and served BERT and EfficientNet models on AWS and GCP Vertex AI supporting 10,000+ daily requests and built internal LangChain-based tools that improved team productivity by 30%.

AWS Vertex AI fastAPI Flask Lang Chain Optuna Airflow Spark MLFlow Docker

AI/ML Intern

Moral Connections Pvt. Ltd.

Jan 2024 - Jan 2025 (1 year)

Developed and deployed Random Forest and XGBoost models for segmentation and ranking, improving targeted user engagement by 10%. Built ETL pipelines with Pandas, Spark, and Airflow and implemented transfer learning (ResNet, BERT) to accelerate feature development by 20%.