Shivansh Tripathi

ML Engineer | Fraud Detection · GenAI Evaluation · FastAPI · SHAP · Lucknow, India

Machine Learning Engineer with hands-on experience building production-ready ML and GenAI systems across the full lifecycle from data processing and model development to deployment and explainability. Demonstrated expertise in imbalanced classification, Precision–Recall evaluation, SHAP-based model explainability, and FastAPI-based deployment. Core competencies include: Fraud detection systems with extreme class imbalance handling GenAI experiment evaluation using LLM-as-a-judge techniques Real-time model serving via FastAPI, Docker, and REST APIs Production-style ML pipelines with a focus on reproducibility and transparency Open to connecting with recruiters, engineers, and teams working on impactful AI/ML products.