Charan Perla

Background

About Charan Perla

I'm a Software Engineer with a strong foundation in developing scalable applications and a deep specialization in Mendix, AI/ML and cloud technologies. My journey began with building robust software systems, where I honed my skills in languages like Python, C++, and JavaScript, and frameworks such as React and Flask. This experience laid the groundwork for my transition into the AI/ML domain, where I now focus on creating intelligent solutions that drive business value.​ My expertise includes:​ - Designing production-grade RAG systems with hybrid retrieval techniques​ - Building multimodal AI applications integrating text, image, and structured data​ - Implementing parameter-efficient fine-tuning (LoRA, QLoRA) for domain-specific LLMs​ - Developing agentic AI workflows with tool integration for enterprise automation​ - Creating comprehensive evaluation frameworks for LLM applications​ - Establishing MLOps pipelines for reliable model deployment and monitoring​ I've delivered solutions across diverse domains including manufacturing, healthcare, and automotive, consistently achieving significant improvements in efficiency, accuracy, and cost reduction.​ I'm passionate about translating cutting-edge AI research into practical applications that solve real-world problems. Currently, I'm exploring advancements in multimodal RAG architectures, agentic frameworks, and parameter-efficient fine-tuning and evaluation frameworks for enterprise LLM applications.​ I'm actively seeking opportunities in Software Engineering and AI/ML roles for May 2025. Let's connect to discuss how we can leverage technology to create impactful solutions.​