Riya Gupta — Software Engineer

👋 Hi, I’m Riya Gupta , a Software Engineer specializing in Applied Machine Learning and scalable backend systems. I work across both Java and Python-based ML ecosystems, building backend architectures as well as deploying intelligent models in production. My experience spans designing REST APIs, optimizing LLM pipelines, and translating research-driven ML ideas into real, high-performance applications. In my recent roles and projects, I engineered an F1 Race Prediction system using Gradient Boosting that improved MAE from 3.217 → 1.00 and achieved 82% accuracy with 1.00 precision for Top-3 predictions, complete with SHAP-based interpretability and an API layer for real-time insights. I also developed LLM-powered summarization systems using LangChain and FastAPI that delivered an 80% text reduction while increasing processing efficiency by 35%, ensuring practical, token-efficient deployment. On the backend side, I’ve built robust Spring Boot APIs and a neural-network-driven game with sub-200ms inference pipelines. 🔧 Technical Skills: Java ( Core ) | Python | Machine Learning | Scikit-learn | TensorFlow | LangChain | LLMs | FastAPI | MySQL | NLP | SHAP | Data Engineering (Pandas, EDA) | Game Development (TensorFlow Models, JS) I’m driven by end-to-end ownership, understanding business problems, architecting the system, refining the ML model, and deploying solutions that scale. I’m currently seeking opportunities in Applied ML or Backend Engineering, where I can blend both domains to build intelligent, production-ready systems that create real impact.

Stackforce AI infers this person is a Backend-heavy Fullstack Engineer specializing in Applied Machine Learning and API development.

Location: Ahmedabad, Gujarat, India

Experience: 0 mo