Nandini Mummaneni
AI/ML Full Stack Developer | Angular, React & Python | Expertise in LLMs (GPT/Hugging Face) & MLOps | Azure Certified | Alumni Board of Studies
- Role
- Ai Ml Full Stack Developer at Tata Consultancy Services
- Location
- Albany, NY, US
- LinkedIn followers
- 500 followers
About Nandini Mummaneni
Results-driven AI/ML Full Stack Developer with ~ 3 years of professional experience…
Experience
Ai Ml Full Stack Developer
May 2024 — Present
As an AI/ML Full Stack Developer on the Bank Albilad project, my role focuses on delivering end-to-end, high-value AI solutions, from back-end microservice development to front-end visualization and MLOps automation.Led the design and deployment of AI/ML solutions using Python, TensorFlow, and FastAPI, delivering real-time fraud detection that cut manual review time by 35%.Built LLM-powered conversational AI with GPT and Hugging Face Transformers, enabling contextual, multilingual banking assistance and 25% faster customer response.Engineered FastAPI microservices for ML model inference and NLP tasks, optimized through DSA-driven algorithms for caching and asynchronous execution, improving speed by ~40%.Automated data pipelines and MLOps workflows using Azure DevOps and Azure ML, ensuring continuous model integration, retraining, and monitoring.Developed responsive dashboards using Angular + TypeScript for real-time visualization of AI insights and predictive analytics.Mentored developers on Python optimization, ML deployment, and problem-solving with DSA, elevating project efficiency and code quality.
Education
Vignan's Nirula Institute of Technology & Science for Women, Vign avenue, Palakaluru Road , PIN-522 005(CC-NN)
Bachelor of Technology - BTech
2019 — 2023
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