Karthikreddy Gillela
Solution Architect - Sse @Wells Fargo
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WORK HISTORY
Solution Architect - Sse @Wells Fargo
Hyderabad, IN
Core contributor to the internal Enterprise Generative AI platform, driving architecture, development, and lifecycle management of ChatGPT-like solutions using publicly available LLMs. Designed and built a unified GenAI dashboard to monitor models, use cases, system performance, and resource health across the organisation. Led deployment of GenAI infrastructure using Terraform, with multi-cloud resource provisioning across GCP and Azure. Scaled AI/ML workloads using Run:ai, Vertex AI, and OpenShift, ensuring high availability and performance under production loads. Maintained complete ownership of the Snorkel labeling platform, handling deployment, resource optimization, and performance monitoring. Implemented end-to-end observability using AppDynamics, Splunk, and ThousandEyes, enabling real-time insights and proactive issue resolution. Established security-first principles for all AI pipelines, ensuring compliance with data privacy laws and secure handling of sensitive assets. Architected vector search solutions using Elasticsearch (Vector DB) to power intelligent, high-speed data retrieval for GenAI use cases. Streamlined CI/CD pipelines using Jenkins, GitHub Actions, UrbanCode Deploy, and Harness, cutting down deployment time and boosting delivery velocity. Provided actionable insights on AIMLOps best practices to enhance scalability, reliability, and operational efficiency. Collaborated cross-functionally with engineering, data science, and security teams to deliver robust, scalable GenAI solutions aligned with business needs. Actively contributed ideas and features from both business and operational perspectives, strengthening platform evolution and internal adoption.
EDUCATION
State Board of Technical Education and Training (SBTET), Andhra Pradesh
Diploma, Computer Science
Jawaharlal Nehru Technological University
Bachelor's Degree, Computer Science
Sri Saraswathi Shishu Mandir High School
10th, SSC
SKILLS
ABOUT KARTHIKREDDY GILLELA
Solution Architect – Cloud, AI & Agentic PlatformsI design and own enterprise-grade architectures that span cloud infrastructure, application platforms, AI/ML systems, and autonomous agent workflows, with a strong focus on security, reliability, and long-term scalability.I operate at the intersection of platform engineering, DevSecOps, and MLOps, translating business and technical requirements into reference architectures, deployment patterns, and operating models used by multiple teams across the organization.Architecture Scope:Design and govern multi-cloud architectures (AWS, Azure, GCP) supporting high-availability, regulated, and mission-critical workloadsLead Kubernetes-centric platform designs for application and AI workloads, including networking, isolation, secrets, and workload governanceDefine CI/CD and MLOps architectures that unify application delivery, model lifecycle management, and compliance requirementsAI, GenAI & Agentic SystemsArchitect production-ready AI and Generative AI platforms, ensuring models are securely deployed, versioned, monitored, and governedDesign agent-based systems that automate operational decisions across infrastructure, CI/CD, and ML pipelines while operating within clearly defined policy and approval boundariesImplement human-in-the-loop controls, audit trails, and rollback strategies to ensure agent systems remain explainable, safe, and enterprise-readySecurity, Reliability & GovernanceEmbed security-by-design across platforms using zero-trust principles, vulnerability management, and continuous assuranceAlign architectures with PCI-DSS, NIST, and enterprise risk frameworksDrive observability-first designs using metrics, logs, traces, and SLOs to ensure operational resilienceLeadership & ImpactAct as a technical authority and advisor to engineering, security, data, and leadership teamsDefine standards, patterns, and guardrails that accelerate delivery while reducing riskMentor teams and influence architecture decisions without relying on formal authorityMy focus is on building durable platforms, not one-off solutions—systems that scale, self-correct, and evolve safely as business and AI capabilities grow.
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