Ankita Singh

I’m a Software Engineer with 3 years of experience building enterprise backend and data systems in the banking domain, combined with an MSc in Data Science from University of Glasgow. I focus on turning complex data and AI work into scalable, production-ready systems.

At Tata Consultancy Services, I developed Python and Django ETL pipelines for service data, built REST APIs for secure, high-volume transactional processing, and improved authentication response time by 25% while supporting approx. 80M+ monthly user logins. I also enhanced system reliability through monitoring, testing, optimization, and event-driven systems using Kafka and JMS for real-time data flow across distributed microservices.

I bring a strong AI engineering mindset from hands-on work with LLM-based applications, enabling effective transition of AI models into scalable, production ready systems. From RAG chatbots and agentic AI research to NLP, computer vision, and forecasting models, I aim to ship reliable solutions with strong evaluation, guardrails, and measurable outcomes.