Open to opportunities

Manoj Sivaraj

@manojsivaraj

Message

AI/ML Engineer building production-ready GenAI and LLM applications with reliable deployment and measurable impact.

India

Message

What I'm looking for

I’m looking for a role where I can build production-ready LLM/GenAI solutions end-to-end—strong prompt engineering, deployment, and measurable performance improvements—while working with real business datasets and scalable cloud infrastructure.

I’m an AI/ML Engineer with 1.5 years of corporate experience and a hands-on portfolio spanning Large Language Models (LLMs), Generative AI (GenAI), deep learning, and computer vision. I build end-to-end, production-ready ML/GenAI applications in Python using PyTorch, TensorFlow, and Hugging Face—focused on prompt engineering, deployment, and AI pipeline optimization for real business outcomes.

One highlight is my production-style Education Regulation Impact Analyzer, where I engineered a LLaMA 3.1 (Groq API) workflow with structured JSON outputs, role-based prompting, and output validation to reduce hallucinations. In parallel, I’ve shipped vision systems (99% aerial classification with MobileNetV2 and fine-tuned YOLOv8) and delivered strong predictive modeling (diamond price prediction with XGBoost, R²: 0.992) along with robust data preprocessing and inference pipelines.

Experience

Work history, roles, and key accomplishments

Associate Product Engineer

Temenos India Private Limited

Oct 2023 - Mar 2025 (1 year 5 months)

Analyzed 3TB+ transactional datasets and millions of daily records using SQL to identify patterns and anomalies, improving system response times by 30%. Built SQL-based data validation for 10+ banking modules and configured Azure environments to support reproducible performance benchmarking using JMeter.