Aayush Sugandh

AI Researcher

Kharagpur, West Bengal, India1 yr 8 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Passionate about democratizing AI/ML.
  • Experienced R&D Engineer at Synopsys India.
  • Master's degree candidate in Artificial Intelligence.
Stackforce AI infers this person is a Machine Learning enthusiast with a focus on research and development in AI technologies.

Contact

Skills

Core Skills

Organizational LeadershipMachine LearningResearch And Development

Other Skills

Organization SkillsLarge Language Models (LLM)Agentic AIProbabilityCircuit DesignElectrical MachinesVerilogHardware Description LanguageMachine Learning AlgorithmsLogistic RegressionArtificial Neural NetworksData Structure FundamentalsAlgorithmsSoftware TestingProject Management

About

Machine Learning and their applications are becoming ubiquitous every subsequent day. Automation is a happening thing, and thus mathematical and foundational principles are going to become ever more important. This is where I step in. I write AI/ML in LinkedIn. I also share insights, experiences occasionally. I am on a journey towards democratising AI/ML. I have summarised numerous research papers, written countless articles on AI/ML, and perhaps just a tip of iceberg in today’s learning ambience. I have been conducting and trying out research in Multimodal Machine Learning, which in itself has become very vast. But my major passion is towards appreciating and perhaps making sense of the foundational ML literature out there. I also received employment offer from Aviso.AI and expected to join by July’26. Specialties: Theoretical : Learning Probabilistic Machine Learning, Deep Learning, Reinforcement Learning, Graph Machine Learning, Convex Optimization, Large Language Models. (I already took coursework, but realized learning as a never ending process, and that's fun.)Practical : Learning through various projects done as a part of coursework and labs. Holds industry experience at Synopsys India, Bangalore as an R&D Engineer, the top three EDA company in the world.

Experience

1 yr 8 mos
Total Experience
1 yr 8 mos
Average Tenure
--
Current Experience

Indian institute of technology, kharagpur

IndiaAI Presummit 2026 Organizer(Part of Organizing Committee

Jan 2026Jan 2026 · 0 mo · Kharagpur, West Bengal, India · On-site

Organizational LeadershipOrganization Skills

Synopsys inc

Research And Development Engineer

Aug 2021Apr 2023 · 1 yr 8 mos · India

Machine LearningResearch and Development

Education

Indian Institute of Technology, Kharagpur

Master's degree — Artificial Intelligence

Jul 2024Jul 2026

Jadavpur University

Bachelors — Electrical and Electronics Engineering

Jan 2017Jan 2021

The Frank Anthony Public School, Kolkata

High School Diploma — Mathematics and Computer Science

Jan 2007May 2017

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