Helping companies use AI that drives measurable ROI, not hype.
Strategy, Data, Automation & Agentic AI that turn ambition into results.
Seasoned Senior AI Consultant & Systems Builder with 11 Years of Industry Experience.
Most companies want to use AI but end up stuck in experiments that never scale. That’s where I come in.
I help businesses move from AI ambition to real ROI through a clear 4-pillar framework:
- Vision (AI Strategy & Enablement) — Defining your AI roadmap aligned with business KPIs and ROI goals.
- Foundation (Data & Infra Engineering) — Building data pipelines, MLOps stacks, and scalable model workflows.
- Integration (Workflow & Automation) — Embedding AI into operations to boost efficiency and cut costs.
- Applications (Agentic AI) — Deploying intelligent AI agents, predictive tools, and automation systems that drive measurable results.
I usually start with a Free AI Strategy Audit to identify your 2–3 fastest AI wins before recommending any build work.
What You Can Expect:
- End-to-end AI consultation & delivery (from roadmap to deployment)
- 3× faster AI adoption through clear integration workflows
- 25–30% reduction in operational costs via automation
- 35%+ accuracy improvements in predictive systems
- Real-time data pipelines processing 1M+ daily events
Trusted by Disney, Coca-Cola, Apple, LEGO, Warner Bros & SXSW, I’ve led projects that engage millions of users while creating measurable ROI across industries — from Retail & Media to MedTech & Manufacturing.
Let’s connect if you’re ready to:
- Align AI investments with business outcomes
- Build scalable, production-ready AI systems
- Move from hype to impact — fast.
AI Strategy | MLOps | Automation | Agentic AI | LLM Deployment | Data Infrastructure
Let’s build something great together!
User Interface Design
User Experience Design
Product Design
Augmented Reality
AR & VR
Mixed Reality
Minimum Viable Product
Design & Usability Research
Product Roadmap
ARKit
ARCore
Unity
JavaScript
Vikram N.
Bengaluru, India
$65/hr
4.8
243 jobs
Faster Deployments | Lower Cloud Costs | Better Reliability
I help engineering teams cut cloud costs, ship faster, and build reliable infrastructure on AWS — now augmented with Claude AI for faster IaC delivery, smarter FinOps analysis, and production-grade automation.
Core expertise: AWS architecture, Kubernetes, Terraform, CI/CD, observability (VictoriaMetrics/Grafana), and cloud cost optimization across Fintech, Healthcare, Media, and VOD.
Clients include Al Jazeera, BioIQ, Glytec, Legendary Pictures, Actabl, Sortly, and TechStyle and several startups.
Certifications: AWS DevOps Engineer Pro | Solutions Architect Pro | Advanced Networking Specialty.
If you want infrastructure that's built right, costs less, and runs itself — let's talk.
Terraform
Amazon Web Services
Docker
Google Cloud Platform
Kubernetes
Linux
Rancher
Cloud Security
DevOps
IT Compliance Audit
Cloud Computing
Cloud Migration
GitHub
Automated Deployment Pipeline
CI/CD
Amar K.
Bengaluru, India
$99/hr
5.0
39 jobs
I build and ship production AI products and software platforms for startups and enterprises — from AI agents, RAG systems, and LLM applications to Python backends, APIs, cloud infrastructure, and production deployment.
With 10+ years of software engineering experience, I’ve built enterprise platforms, distributed systems, large-scale data pipelines, and modern AI applications across fintech, healthcare, HR tech, media, legal tech, climate tech, research, and SaaS.
I’m an Expert-Vetted (Top 1%) Upwork freelancer with a 100% Job Success Score, 30+ successful projects, and $170K+ earned.
Clients bring me in when they need more than someone to implement individual tickets. I take ownership of the architecture, engineering, AI integration, infrastructure, and production delivery of the product.
WHAT I BUILD
AI & LLM PRODUCTS
AI agents with tool use, workflows, guardrails, and human-in-the-loop approvals
RAG and knowledge systems grounded in documents, databases, and APIs
LLM applications using OpenAI, Anthropic Claude, and Google Gemini
Intelligent document processing and AI-powered workflow automation
AI evaluation, feedback, observability, and cost optimization
LangChain / LangGraph and vector search when they are the right fit
PYTHON & BACKEND SYSTEMS
FastAPI, Django, and Flask
REST / GraphQL APIs, background jobs, streaming, and integrations
Authentication and authorization: RBAC, permissions, JWT, and sessions
OAuth 2.0 / OpenID Connect, SSO, and secure token management
Multi-tenant architectures, API keys, and audit-friendly access control
PostgreSQL, Redis, and MongoDB
Distributed systems, performance optimization, migrations, and production hardening
CLOUD & DATA
AWS, GCP, and Azure
Docker, CI/CD, monitoring, and production deployments
Kafka, Airflow, and Spark for data pipelines and analytics
Scalable data architectures and ETL systems
FULL-STACK PRODUCT DELIVERY
React, TypeScript, and Next.js
Dashboards, internal tools, admin applications, and customer-facing products
End-to-end delivery: architecture → API → AI → frontend → cloud → deployment → documentation
WHY CLIENTS HIRE ME
Building software isn't just about choosing the right technology. Architecture, reliability, security, usability, and maintainability matter just as much.
I work closely with founders, product managers, and engineering teams to turn complex or ambiguous requirements into practical, scalable products.
I can work across the entire stack and take a product from an initial idea or existing codebase through architecture, implementation, AI integration, cloud deployment, monitoring, and handover.
Whether you're building an AI agent, RAG platform, intelligent document system, workflow automation product, scalable Python backend, or AI-powered SaaS application, I can help take it from concept to production.
Let's discuss what you're building and determine the simplest, most scalable way to get it into production.
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