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Sanjay Subramanya

@sanjaysubramanya

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AI/ML Engineer specializing in automation and intelligent systems.

India

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What I'm looking for

I seek a role that fosters innovation and allows me to leverage my AI expertise.

I am an AI/ML Engineer with a strong focus on developing intelligent automation systems. Currently, I work at Nethermind, where I create AI-powered automation agents that can efficiently handle complex tasks and adapt to dynamic environments. My work involves building scalable infrastructures and integrating emerging AI frameworks to enhance agent orchestration and streamline automation pipelines.

Previously, I contributed to the Center for AI & Robotics at DRDO, where I led deep reinforcement learning projects for autonomous vehicles. My experience includes deploying models in real-world applications, showcasing my ability to transition research into practical solutions. I also have a solid foundation in Natural Language Processing, having developed conversational AI systems and fine-tuned large language models for enhanced contextual interactions.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer

Current

Nethermind

Jul 2024 - Present (11 months)

Developed AI-powered automation agents and decision-making frameworks for intelligent task delegation and multi-agent collaboration. Researched and integrated emerging AI frameworks to enhance agent orchestration and streamline automation pipelines. Contributed to an AI-driven smart contract auditor for detecting vulnerabilities in Solidity contracts.

AI Automation Solidity API Integration Memory Management

Software Engineer

Proliant Infotech

Nov 2023 - Jun 2024 (7 months)

Led deep reinforcement learning research for autonomous vehicles, focusing on real-world applications. Utilized attention networks and variational autoencoders to enhance model performance. Successfully deployed models into a test vehicle, ensuring seamless integration of algorithms.

Reinforcement Learning Autonomous Variational Auto Encoders Real World Application

Machine Learning Engineer

Artificial Intelligence Wizards

Sep 2022 - Jun 2023 (9 months)

Developed pipelines for conversational AIs and fine-tuned Large Language Models using transfer learning. Implemented NLP techniques for user response analysis and led a team in building backend infrastructure. Deployed AI prototypes on AWS ECS with container orchestration.

Natural Language Processing MLOps Large Language Models AWS Docker Kubernetes Backend Infrastructure NLP

Summer Intern

AERDC, Hindustan Aeronautics Limited

Mar 2022 - Apr 2022 (1 month)

Analyzed Jet Turbine engine performance using sensor-collected data. Curated datasets, performed exploratory data analysis, and trained gradient-boosted Decision Trees for parameter prediction. Automated the task of recording output data.

Data Science Automation Data Curation Jet Turbine Analysis

Education

Degrees, certifications, and relevant coursework

Dayananda Sagar College Of Engineering

Bachelor of Engineering, Computer Science & Engineering

2018 - 2022

Grade: 9.02/10

Completed a Bachelor of Engineering in Computer Science & Engineering with a focus on various aspects of computer science, including programming, algorithms, and system design.