Karan Shingde
K-Means Karan

Expert Services

Comprehensive technical solutions tailored for growth and scalability.

Scalable ML Pipelines

From raw data to production inference. I architect end-to-end MLOps pipelines that ensure your models perform reliably at scale with complete reproducibility and monitoring.

Tools & Frameworks

KubeflowMLflowAirflowDVCWeights & Biases

My Expertise

  • Designing fault-tolerant data ingestion workflows
  • CI/CD automation for model training and deployment
  • Feature stores and experiment tracking
  • Model versioning and rollback strategies
Deliverables: Production-ready pipeline, documentation, and runbooks.

LLM & Agentic Systems

Custom Large Language Model solutions and autonomous agent architectures. Building systems that can plan, reason, and execute complex business workflows with minimal human intervention.

Tools & Frameworks

LangChainLlamaIndexOpenAIAWS BedrockPineconeQdrant

My Expertise

  • RAG architecture design and optimization
  • LLM fine-tuning for domain-specific tasks
  • Multi-agent orchestration and tool-use patterns
  • Prompt engineering and evaluation frameworks
Deliverables: Deployed agent system, API integration, and performance benchmarks.

MLOps on Cloud

Architecting secure, cost-optimized cloud environments for AI workloads. Serverless inference, container orchestration, and infrastructure as code for repeatable deployments.

Tools & Frameworks

AWS SageMakerEKS/KubernetesTerraformDockerLambda

My Expertise

  • Infrastructure-as-Code for ML environments
  • Kubernetes cluster management for distributed training
  • Cost optimization and auto-scaling strategies
  • Security hardening and compliance (SOC2, HIPAA ready)
Deliverables: Cloud architecture blueprint, Terraform modules, and cost analysis.

AI-Powered Web & SEO

High-performance websites integrated with AI capabilities. Data-driven SEO strategies that leverage generative AI to dominate local and niche markets with measurable ROI.

Tools & Frameworks

Next.jsVercelGoogle Analytics 4Search ConsoleAhrefs

My Expertise

  • Technical SEO audits and programmatic optimization
  • AI-generated content strategy and implementation
  • Core Web Vitals optimization for ranking boost
  • Local SEO domination for service businesses
Deliverables: SEO audit report, optimized website, and growth dashboard.

Content Creation & Technical Docs

Educating developer communities and enterprise teams by translating complex AI concepts into actionable knowledge through tutorials, whitepapers, and documentation.

Tools & Frameworks

NotionMarkdownDocusaurusFigmaLoom

My Expertise

  • Technical blog posts and deep-dive tutorials
  • Whitepapers and research documentation
  • API reference guides and developer docs
  • Video scripts and educational content
Deliverables: Published content, documentation site, or content calendar.

Sponsorships & Collaborations

Partner with me to amplify your brand through sponsored posts and speaking engagements, reaching a highly engaged audience of AI/ML engineers and tech decision-makers.

Tools & Frameworks

X (Twitter)SubstackMeetupsTech Conferences

My Expertise

  • Sponsored X posts to 10k+ engaged followers
  • Meetup and conference speaking engagements
  • Sponsored blog posts and newsletters
  • Product reviews and technical deep-dives
Deliverables: Content published, event participation, or campaign report.

Ready to upgrade your infrastructure?

Let's build systems that not only solve today's problems but scale for tomorrow's challenges.