Open to opportunities

Kaviya Sindhu Elangovan

@kaviyasindhuelangova

Message

AI/ML engineer specializing in Generative AI and production deployments.

India

Message

What I'm looking for

I am seeking AI/ML or GenAI engineering roles focused on building scalable, production-grade models and pipelines, with opportunities for hands-on model development, deployment on cloud platforms, and collaborative, growth-oriented teams.

I am an AI practitioner with hands-on experience in Machine Learning, Deep Learning, NLP, Computer Vision, and Generative AI, backed by five-plus years of prior software development in C#.NET, PHP, and SQL. I build production-grade AI solutions using Python, TensorFlow, Scikit-learn, LangChain, FastAPI, and LLM-based pipelines.

My projects include a GenAI text & voice translation system, a loan default prediction system deployed as a real-time Flask app, and a YOLOv8-based emergency vehicle detection solution achieving high mAP and precision. I have experience training, optimizing, and deploying models on AWS and GCP and implementing CI/CD for cloud-based AI pipelines.

I returned to the workforce after structured upskilling and am seeking AI/ML or GenAI engineering roles where I can contribute proven production experience, strong model engineering skills, and a focus on scalable, data-driven solutions.

Experience

Work history, roles, and key accomplishments

Current

AI / ML Engineer (Capstone Projects)

Current

Independent / Capstone

Jan 2024 - Present (2 years)

Built production-grade AI solutions including a GenAI text & voice translation system, a loan default prediction web app, and a YOLOv8 emergency vehicle detector, optimizing models and deploying pipelines on AWS/GCP with CI/CD.

Python TensorFlow scikit learn XGBoost YOLOv8 fastAPI Whisper Docker

AI / ML Engineer

Adela Software and Services Pvt. Ltd.

Apr 2012 - Feb 2018 (5 years 10 months)

Developed and maintained tax filing OLTP applications used by 100+ U.S. CPA firms, automating efile generation to improve submission efficiency by 30% and reducing manual validation time by 40%. Collaborated with a 5-member team to deliver reliable releases with 99.9% accurate IRS filing outputs.

C# .NET WCF PHP SQL Server XML OLTP Automation Cross Functional Collaboration

Education

Degrees, certifications, and relevant coursework

Hope AI (Tech Projects & Capstone Labs)

Certificate Program, Applied Artificial Intelligence and Data Science

2024 - 2024

Activities and societies: Capstone projects including GenAI translation system, loan default prediction, and YOLOv8 emergency vehicle detection.

Completed a Master Certification Program in Applied Artificial Intelligence, Generative AI, and Data Science covering ML, DL, NLP, CV, and cloud deployment.