Samir Kumar

CTO

Maharashtra, India19 yrs 3 mos experience

AI ML PractitionerAI Enabled

Key Highlights

Built multi-agent AI systems reducing research cycles by 70%
Scaled LLM-powered platforms for enterprise banking workloads
Designed secure AI architectures with governance by design

Stackforce AI infers this person is a Senior AI & Cloud Architect specializing in Generative AI and cloud-native solutions.

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Skills

Core Skills

Generative AiCloud Architecture

Other Skills

Artificial Intelligence (AI)Google Cloud Platform (GCP)Cloud ComputingDevOpsAzure DevOps ALMAWS BedrockSageMakerLambdaGoogle GeminiOpenAI GPT-3SRESolution ArchitectureSite Reliability EngineeringTechnical ArchitectureMicrosoft Azure

About

I am a Senior-level AI & Cloud Architect with 21+ years of experience building and scaling enterprise and startup technology platforms. I specialize in Generative AI, Large Language Models (LLMs), and Agentic AI systems designed for real-world production environments. My strength lies in taking AI from concept to scale — building foundational architectures (0→1) and evolving them into resilient, enterprise-grade platforms (1→100). I have led cross-functional teams across cloud architecture, MLOps, and AI engineering to deliver: • Production-grade Generative AI platforms • Multi-agent AI systems and autonomous workflows • Retrieval-Augmented Generation (RAG) architectures • Secure AI infrastructure with governance and compliance built-in • Scalable AI platforms on AWS, Kubernetes, and cloud-native stacks I operate at the intersection of strategy and execution — defining AI roadmaps, aligning stakeholders, mentoring engineering teams, and ensuring rapid but responsible AI adoption. Impact highlights: ✔ Built multi-agent AI systems reducing research cycles by 70% ✔ Scaled LLM-powered platforms serving enterprise banking workloads ✔ Designed secure AI architectures with governance and auditability by design ✔ Established MLOps frameworks enabling continuous model improvement I am passionate about partnering with startups and growth-stage companies to build scalable AI products that deliver measurable business impact.

Experience

Wipro

Cloud-Native Architect and GenAI DevOps leader

Sep 2021 – Oct 2025 · 4 yrs 1 mo · Maharashtra, India

specialize in designing and deploying Generative AI and cloud-native solutions that enhance business operations across industries. With expertise in AWS Bedrock, OpenAI GPT-3, and Google Gemini, I develop AI-driven models that optimize processes, improve efficiency, and deliver personalized experiences.
In retail, I designed a Generative AI model using AWS Bedrock to streamline inventory management, integrating SageMaker and Lambda for real-time tracking and demand forecasting. For the travel sector, I built an AI-powered itinerary planning solution using Google Gemini, analyzing customer preferences to create tailored travel plans. In the legal industry, I leveraged OpenAI’s GPT-3 to automate case summarization, ensuring accuracy and compliance with legal standards. Additionally, I developed a personalized learning platform using AWS Bedrock, delivering customized educational content while maintaining data security and privacy.
At Lloyds Banking Group, I led cloud transformation initiatives, managing teams of Cloud and Platform Engineers to migrate applications from on-premises to AWS and GCP. I streamlined deployment using Git, Jenkins, and Helm, ensuring efficient API management and containerized application delivery. With expertise in Kubernetes, API deployment, and cloud resource management, I optimize performance, security, and operational efficiency across cloud environments.
Projects:
AWS Bedrock for Retail Inventory Management
Google Gemini for Travel Itinerary Planning
OpenAI for Legal Case Summarization
AWS Bedrock for Personalized Learning Platforms
LBG (Lloyd Banking Group)

Artificial Intelligence (AI)Google Cloud Platform (GCP)Cloud ComputingDevOpsAzure DevOps ALMGenerative AI+1

Tata communications

Principal Architect

Mar 2021 – Jul 2021 · 4 mos · Pune/Pimpri-Chinchwad Area

Synechron

Assistant Manager Cloud devops

Nov 2010 – Mar 2021 · 10 yrs 4 mos · Pune, Maharashtra, India

As an Assistant Manager – AWS DevOps, I deployed multi-tier web applications on AWS, automating configurations using Terraform, Git, Jenkins, Docker, and Groovy scripts for seamless deployment. I integrated Amazon CloudWatch with EC2 instances to monitor log files and track system performance in real-time. Managing AWS S3 buckets, I optimized data storage with versioning, lifecycle policies, and CloudTrail logs. Additionally, I built highly available environments using Auto-Scaling, Load Balancers, and SQS to ensure application scalability and fault tolerance. I also defined Git branching strategies and automated CI/CD processes with Jenkins while managing AWS services such as EC2, VPC, Route 53, IAM, and RDS.
Previously, as a Lead in Automation and Production Support, I introduced innovative tools and automation solutions to enhance efficiency in production environments. I automated complex tasks using scripting, stored procedures, and ServiceNow, reducing manual effort and improving workflows. By proactively identifying and resolving potential issues, I ensured smooth operations and minimized downtime. Additionally, I set up and configured monitoring tools like Splunk, Nagios, PRTG, and ThousandEyes to maintain optimal application performance. Collaborating across teams, I successfully executed projects and delivered impactful solutions that enhanced system reliability and efficiency.