Ashish Kumar Singh

About Ashish Kumar Singh

AI/ML Engineer Intern with hands-on experience in training and improving Large Language Models (LLMs).Actively involved in developing AI systems, optimizing model performance, and working on real-world AI use cases.Driven by curiosity, continuous learning, and building scalable AI solutions.

Experience

1. Ai Annotation Engineer

   Deccan AI

   Feb 2026 — Present · Noida, IN

   Design and develop complex TerminalBench tasks (Project Thanos) to benchmark AI agents in Linux-based failure recovery scenarios, including dependency conflicts, build failures, and service outages within isolated Docker environments.Validate agentic tool ecosystems for Project MAITRIX by reviewing tool descriptions, ensuring parameter correctness, and analyzing Python implementations across SQLite-backed reinforcement learning environments.Author complete end-to-end task pipelines, including Dockerfiles, solver scripts, pytest-based verification suites, and task configuration files, ensuring robustness through validation against Oracle and NOP agents prior to submission.Identify and resolve logical inconsistencies, hardcoded values, and documentation mismatches in tool implementations using platforms such as Google Colab and RL Playground, improving system reliability and execution accuracy.

Education

• Sunbeam School Lahartara

  Intermediate

• Noida Institute of Engineering & Technology

  Bachelor of Technology - BTech, AIML

• Imperial public school hathwa

  10th, Cbse 10th