Aayush Dubey

About Aayush Dubey

I am a B.Tech (AI/ML) undergraduate at UCER, building production-grade AI systems with a strong focus on machine learning, backend engineering, and scalable architectures. I have hands-on experience developing real-world AI applications, including multi-agent systems, LLM-powered pipelines, and end-to-end ML solutions. My work spans FastAPI-based backend systems, RAG pipelines, and data-driven applications, with an emphasis on performance, reliability, and deployment. My core interests lie at the intersection of Artificial Intelligence and Quantitative Systems, where I explore how machine learning models and intelligent agents can be applied to complex, real-world decision-making problems. What I work on: Designing and deploying AI/ML systems (ML + LLM + backend integration) Building multi-agent frameworks and automation pipelines Developing data-driven applications with scalable architectures Exploring applications of AI in financial systems and analytics Experience Highlights: Built a multi-layer AI-based scam detection system (ML + LLM pipeline) Developed a production-grade multi-agent framework using LangChain and RAG Worked with Dockerized systems, APIs, and data pipelines in real-world projects Led technical execution as Technical Head for a large-scale hackathon (UHACK 4.0) I am continuously improving my skills in machine learning, system design, and problem-solving, while actively seeking opportunities to work on challenging problems in AI, data science, and quantitative domains.

Experience

1. Core Member

   Quantum Minds

   Mar 2024 — Present · Prayagraj, IN

   Core Member – Quantum Minds Tech Club | United College of Engineering and ResearchAs a Core Member of the official Quantum Minds Tech Club, I actively contribute to fostering innovation, technical excellence, and collaborative learning among engineering students across diverse domains. Key Responsibilities:🧩 Plan, organise, and execute technical workshops, hackathons, and project expos to promote practical learning. Drive hands-on engagement through coding competitions, innovation challenges, and tech talks.🤝 Coordinate event logistics, partnerships, and mentor collaborations to ensure impactful execution. Guide and mentor new members, fostering teamwork, creativity, and continuous learning. Support the club’s vision of building a tech-driven ecosystem for research and real-world problem-solving. Skills Developed: Leadership & Team Collaboration – Driving collective growth through coordinated initiatives. Event Management & Strategic Planning – Managing timelines, resources, and execution. Technical Communication – Bridging ideas between teams and mentors effectively. Innovation & Problem Solving – Turning ideas into executable, impactful projects.Being part of Quantum Minds has strengthened my leadership, creativity, and organisational acumen, while empowering me to contribute to a vibrant and forward-thinking community of innovators and technologists.

Education

• SHEMFORD SCHOOL MIRZAPUR

  Intermidiate

• UNITED COLLEGE OF ENGINEERING AND RESEARCH, ALLAHABAD

  Bachelor of Technology - BTech, Artificial Intelligence & Machine Learning

• Dr. A.P.J. Abdul Kalam Technical University

  Bachelor of Technology - BTech, Artificial Intelligence & Machine Learning