Ananya Singh

About Ananya Singh

AI Engineer and Software Developer with a Master’s in Computer Science from Arizona State University, focused on building scalable ML systems and production-ready software. Experience spans applied machine learning, full-stack development, and platform engineering across research and real-world products.Published author (CIKM ’24, CRC Press) with hands-on experience in information retrieval, multimodal learning, and content understanding. Independently built xplanified.com, an AI-driven platform for large-scale user-generated content analysis using Python and React.js, integrating GPT-4 Turbo to process monthly inputs and improve user engagement by 53%.Academic and applied projects include evaluating Vision-Language Models for large-scale video captioning captions generated and refined) and developing BERT/RoBERTa-based prediction models to improve warehouse product dimension accuracy by 12%.Currently contribute to VTraq, a cybersecurity assessment and vulnerability management platform, working on product engineering, testing, and platform development across walkdowns, assets, and vulnerability workflows, including frontend components, backend API integration, and data validation.Proficient in Python, TensorFlow, PyTorch, Scikit-learn, AWS, and GCP, with strong experience in Deep Learning, Generative AI, LLMs, RAG systems, MLOps, and data engineering. Microsoft Certified Azure AI Engineer Associate (AI-102) and Azure Data Scientist Associate (DP-100). Former Microsoft Learn Student Ambassador.

Experience

1. Sdet Ai Ml Specialist

   Infrashield

   Jul 2025 — Present

   Software engineering contributor to VTraq, InfraShield’s cybersecurity assessment and vulnerability management platform, focused on walkdowns, assets, and vulnerability workflows-Build frontend components and backend integrations supporting asset linking, modal-based interactions, and assessment data flows-Perform hands-on testing and debugging to validate platform behavior, data integrity, and user experience across complex assessment scenarios.

Education

• Kalinga Institute of Industrial Technology, Bhubaneswar

  Bachelor's degree, Computer Science

• Arizona State University

  Master's degree, Computer Science