Sudarshan Angirash

Overview AI-Driven Technology Leader (Total Experience 17+ Years) specializing in developing enterprise-scale intelligent systems. Expert in Python, PyTorch, LangGraph, and Rust with focus on agentic AI applications, MLOps, and cloud optimization. Consistently delivered solutions that reduce operational costs by 50%+ while increasing system performance. Architect of multi-agent systems processing 15,000+ daily interactions with 95% accuracy. Champion of automating infrastructure deployment pipelines that cut build times from months to days. Seeking IC or technical leadership roles where deep AI expertise drives business transformation. Available immediately. Sudarshan Angirash Highlights Authored "The Secrets of RUST that no one tell you" pioneering guide (https://a.co/d/4Xsc7rE) Published groundbreaking "Power of multiple AI Agents" (https://amzn.in/d/7hgzUi2) Secured FedRAMP High certification for AWS Aurora storage Slashed infrastructure costs by 54% ($47.5M → $21.6M monthly) across 323K instances while boosting uptime to 98% Revolutionized stack deployment: cut region build time from 60 to 8 days through modular automation Transformed release engineering with biweekly deployment cadence, aligning technology directly to business outcomes Side Hustle At Amazon, engineered AI-optimized deployment modules integrating GraphDB clients, leveraging reinforcement learning algorithms and Go microservices that slashed deployment times by 40% while enabling autonomous scaling decisions across distributed cloud environments. At UKG, rapidly engineered an emergency response system for critical Log4j vulnerability using Python automation and PostgreSQL orchestration that reduced patch deployment from hours to minutes per client, securing the entire enterprise customer base in just 4 days and preventing potential catastrophic data breaches. At OSI, engineered a zero-downtime order processing system using Python and Splunk that implemented blue-green deployment strategies, eliminating transaction loss and ensuring continuous business operations during critical production releases. --http://www.linkedin.com/in/sangirash/ Profile Summary Technical Expertise: • Developed and deployed Generative AI models using PyTorch and LangGraph: leveraging Large Language Models (LLMs) to build multi-agent systems for complex problem-solving and automation tasks. • Optimized multi-agent architectures for real-time inference: integrating AWS services (SageMaker Studio) with MLOps tools to enhance model performance, monitoring, and continuous delivery. • Designed and implemented MLOps pipelines on AWS EKS: integrating end-to-end workflows for model training, evaluation, and deployment, ensuring scalability and reproducibility in production environments. • Utilized Jupyter Notebooks for rapid prototyping and experimentation: enabling iterative development of AI/ML solutions and seamless collaboration with crossfunctional teams. • Architected sophisticated RNN (LSTM) neural networks that process real-time sequential data streams, achieving 95% prediction accuracy on time-series forecasting while reducing model complexity by 38% through innovative gating mechanisms and optimized backpropagation techniques. • Optimised large-scale feature computation pipeline, ensuring efficient data processing, scalability, and cost-effectiveness using Apache Spark on AWS EMR and AWS Glue (serverless ETL) for automated data transformation, schema evolution and pipeline orchestration, eliminating the need for manual intervention • Cloud & DevOps: Kubernetes (Kubeflow), Terraform, Docker, CI/CD (Jenkins, GitHub Actions), hybrid cloud architecture, Grafana, Kafka • Languages & Systems: Python, Rust, Go, Linux administration (packaging – deb/rpm, networking, security) • Compliance & Security: FedRAMP High certification (managed Aurora Storage Solution on AWS), threat mitigation in software supply chains Strategic Leadership: • Built high-performing teams across 6+ countries by recruiting top talent, setting SMART goals, and fostering innovation through 1:1s/skip-level meetings. • Partnered with C-suite, product, sales, and cross-functional leaders to align engineering outcomes with business objectives. • Pioneered process improvements that reduced incident resolution time by 30% and accelerated product launches. • Experience with start-up ecosystem [Exponential (advertising) and Bwin(betting ecosystem)] • Enabled developers to develop faster. Ex – One click Sandbox creation (Amazon), Precommit automated tests, automated customer environment replica creation etc.. Compliance & Innovation: • Led FedRAMP High certification for mission-critical AWS solutions, ensuring compliance with global security standards. • Identified emerging software supply chain risks via in-house research, enabling proactive strategy pivots. Core Competencies Work Experience Product Development and Agile Methodologies Nov’23 – Present Site Reliability Management Gen AI and MLOps High Availability and Scalability Automation and Process Improvement Leadership and Team Building Solution design Global compliance framework IT Skills Python, GoLang, Rust, LangGraph, Jupyter NB, GenAI, Agentic AI, Deep Learning Architectures (CNN, RNN, GNN), Shell, Jenkins, Git, ANT (legacy), Gradle, Nexus, GCP, Kubernetes, Docker, Terraform, AWS, Nagios, Zabbix, Splunk, Artifactory, JIRA, Confluence Soft Skills Analytical Collaborator Communicator Innovator Planner Thinker Gen AI & Rust Expert | Author | MCP Innovator Freelancer Key Result Areas: With 17 years of experience in cutting-edge technologies, I specialize in Generative AI, Agentic AI, and Rust-based solutions for scalable systems. As the author of 'Power of Multiple AI Agents,' I explore strategies for leveraging multiagent systems to solve complex problems. My second book, 'The Secrets of RUST That No One Tells You, unveils advanced techniques for mastering Rust programming. My recent research focuses on integrating Rust with MCP to enable seamless communication between large language models (LLMs) and external data sources, enhancing system reliability and scalability. Feel free to reach out to discuss opportunities or collaborations in AI innovation or Rustbased development. May’22 – Nov’23 System Development Manager III (L6) Amazon Web Services, Amazon, Hyderabad, Telangana, India Key Result Areas: Built a multi-agent customer support system using LangGraph and PyTorch, reducing average response time by 40% and handling 15,000+ queries daily with 95% accuracy in intent classification. Oversaw multiple DevOps projects, fostered a culture of absolute automation and continuous improvement. Spearheaded the migration of ML workflows to AWS EKS, reducing model deployment time from 2 weeks to 2 days and achieving 99.9% uptime for real-time inference services Enhanced a multi-agent recommendation engine by integrating AWS SageMaker and MLOps tools, improving recommendation relevance by 25% and reducing latency by 50% for 10M+ monthly active users. Redesigned the release engineering process, established a bi-weekly roll-out cadence Oct’17 – May’22 Sr. Manager – DevOps UKG (Ultimate Kronos Group) Key Result Areas: Led a team of managers and principal engineers, cultivating a collaborative and highperformance work culture, focusing on talent management and team empowerment. Modernized DevOps principles and practices, optimizing software development, deployment, and operations to ensure the availability, performance, and resilience of critical systems and applications. Successfully defined SLI/SLO to meet required system uptime, ensuring timely delivery of zero P0 software solutions, and designed scalable and reliable systems on the Google Cloud Platform (GCP), contributing to improved system performance and resilience. Previous Experience Nov’15 – Oct’17, OSI Consulting as Release Manager Dec’12 – Nov’15, Cognizant Technology Solutions as Manager Operations (Bewin) Aug’12 – Dec’12, Varite India Pvt. Ltd., Technical Lead (Build and Release) (Cisco) Jan’11 – Aug’12, Tribal Fusion (Exponential), Technical Lead Jun’06 – Jul’10, Sapient Corporation Pvt. Ltd., Sr. Associate Technology L1 Education M.Sc. – IT, University of Rajasthan, Jaipur | 2002 – 2004 B.Sc. – Mathematics, Mohanlal Sukhadiya University, Udaipur | 1998 – 2001 Certification: ITIL ® 2011 Foundation Certified