Manoj Saini

I’m an AI and ML engineer focused on building LLM-powered systems—RAG pipelines, REST APIs, ETL workflows, and containerized AI services. I aim to turn language models into reliable, production-oriented backend capabilities for real business automation.

As an LLM Engineer with Sara Analytics, I’m building automation workflows for accounting and auditing processes. I design solutions to reduce manual effort in financial document handling, review, and workflow execution, including structured and unstructured document processing with LLMs.

Previously at Assert Infotech, I built ML and NLP pipelines for training and evaluating predictive models, along with ETL pipelines to ingest and clean data from APIs and databases. I also created MongoDB-integrated backend services and REST APIs for AI applications, and automated data validation and chunking pipelines—reducing manual preparation effort by 40%.

I also worked as an independent Generative AI Consultant, where I designed Retrieval-Augmented Generation pipelines, built end-to-end prototypes with LangChain, and deployed containerized AI services on AWS. My projects—from an LLM gateway with authentication and audit controls to fine-tuning pipelines and RAG chatbots—reflect my bias toward scalable engineering, grounded answers, and practical outcomes.