Deepali Motwani
AI & Cloud Infrastructure Engineer|DevOps & Web Developer
Architecting resilient cloud observability stacks, high-availability Kubernetes clusters, and zero-hallucination agentic AI pipelines — backed by strategic business leadership.
About Me
Bridging Cloud Infrastructure & Business Operations
Results-driven AI & Cloud Infrastructure Engineer and CRM Professional currently pursuing an MBA. Combines hands-on experience in Kubernetes cluster management, VictoriaMetrics HA observability, and S3 disaster recovery with AI engineering (Generative AI, RAG pipelines, agentic frameworks).
Proven expertise in cost-benchmarking telemetry migrations (achieving up to 95% infrastructure cost reduction vs commercial SaaS observability tools), client relationship management, and digital media production.
"Combines deep technical engineering execution across Kubernetes & RAG architectures with client-facing business leadership and MBA strategy."
Cloud & Observability Stacks
Architecting resilient Kubernetes clusters, VictoriaMetrics HA setups, MetricsQL telemetry, and automated MinIO S3 backup runbooks.
Agentic AI & RAG Systems
Engineering multimodal RAG engines, LangGraph self-correcting graphs, and Gemini/Claude API integrations with coordinate proofing.
Business & Client Relations
CRM management, partnership outreach, Elementor/WordPress production, and video pipeline engineering with Adobe Premiere & Remotion.
Featured Projects
Architectural highlight reel across AI engineering, high-availability telemetry stacks, and product development.
Perimeter — AI Scope Creep Detector
A B2B SaaS tool that uses Claude AI to detect scope creep in client requests against signed contracts (SOWs), and auto-drafts change orders to protect agency profit margins.
- •SOW contract parsing with semantic delta detection
- •Automated change-order estimation & email draft generation
- •Clean modern dashboard built with Next.js and Supabase
FinanAI — Multimodal RAG Engine
Multimodal RAG engine for SEC 10-K analysis with zero-hallucination visual verification using LangChain pipelines with Gemini 3 Flash to verify numerical claims via exact page-level coordinate proofing.
- •Solved vector indexing gaps by running native visual reasoning on complex financial tables & graphs
- •Styled responsive Streamlit app with glassmorphism headers & citation highlights
- •Implemented real-time document viewing with exact coordinate bounding box verification
IntelliAnalyze — Intelligent Document Framework
Implemented structured analysis graphs in LangGraph supporting self-correcting query nodes and tool routing for parsing high-density technical PDFs.
- •Built agentic self-reflection loops for query resolution
- •Integrated tool routing for multi-format document extraction
- •Optimized vector retrieval latency across dense technical papers
Gemini-RAG-Bot — Source-Grounded QA Bot
Configured absolute grounding constraints and custom vector database indexing using ChromaDB for instant source-backed QA answers.
- •Strict anti-hallucination prompt constraints
- •ChromaDB vector embedding pipeline
- •Fast citation back-linking to source markdown files
VictoriaMetrics HA & Disaster Recovery Suite
Built kind Kubernetes clusters running vmsingle and vmcluster architecture (vminsert, vmselect, vmstorage); validated pod self-healing, PVC crash recovery, replication node failover.
- •Programmed vmauth RBAC boundaries & vmalert evaluation rules
- •Automated MinIO S3 backup & restore runbooks for telemetry resilience
- •Achieved up to 95% infrastructure cost reduction vs commercial SaaS observability
AI Video Factory & YouTube Content Creation
Designed a programmatic video assembly pipeline; programmed vertical compositions in React using Remotion animating dynamic word highlights synced with script timelines.
- •Programmed video compositions using React & Remotion (Video as Code)
- •Edited educational business-insights videos with Adobe Premiere Pro
- •Grew "The Informed Mind" brand channel with digital media assets
Technical Skills & Stack
Clean breakdown of technical tools, observability frameworks, AI libraries, and business operations platforms.
Cloud Infrastructure & Observability
High-availability telemetry, cluster management & S3 resilience
AI & Software Engineering
Agentic workflows, RAG pipelines & LLM orchestration
Programming & Databases
Core languages, vector stores, and relational data
Web, Design & Video Editing
Video-as-code pipelines, modern web & media design
Business & Client Operations
Strategic growth, partnerships & stakeholder alignment
Supporting Experience
CRM platforms and content management tools
Professional Experience
Track record across cloud infrastructure engineering, partnership growth, CRM management, and web development.
AI & Cloud Infrastructure Engineer
Current RoleRankaltus.com
- Contributed to AI-driven cloud infrastructure initiatives, applying Kubernetes and observability practices to support scalable, reliable systems.
- Worked on Generative AI and RAG-based engineering tasks, leveraging LangChain/LangGraph pipelines and Gemini API integrations.
- Supported infrastructure reliability and monitoring efforts consistent with prior VictoriaMetrics/Kubernetes systems experience.
- Collaborated cross-functionally to align technical infrastructure work with broader project and business goals.
Growth & Partnerships Associate (Intern)
Grovyn
- Executed B2B strategic outreach campaigns and targeted lead generation workflows to expand partnership network.
- Fostered high-value relationship building and brand positioning with prospective key partners.
Customer Relationship Management (CRM) Manager
Webixy Technologies Private Limited
- Spearheaded CRM strategy, customer lifecycle retention workflows, and client relationship management.
- Orchestrated technical communication channels between internal engineering teams and key business stakeholders.
- Streamlined client onboarding pipelines and issue resolution turnarounds.
Freelance WordPress Developer & Web Designer
Independent Contracting
- Designed and developed custom web platforms including Happynest.com and Kanupriya.net.
- Leveraged WordPress, Elementor Pro, custom CSS, and responsive UX design principles.
- Implemented technical SEO optimizations, page speed enhancements, and security protocols.
Education
Business management degrees pairing strategic leadership with technical engineering capabilities.
Master of Business Administration (MBA)
Chhatrapati Shahu Ji Maharaj University
Kanpur, India
International Business, Trade & Commerce
- •Focusing on global market strategy, international trade frameworks, and business operations.
- •Integrating advanced analytics and digital media automation with corporate management.
Bachelor of Business Administration (BBA)
Dr. Virendra Swarup Institute of Computer Studies
Kanpur, India
Marketing & Digital Communication
- •Comprehensive specialization in strategic marketing, consumer behavior, and brand management.
- •Led student tech-business initiatives and digital strategy projects.
Contact Me
Whether you have a technical role, consulting project, AI engineering inquiry, or strategic partnership in mind — drop a message.
Let's Build Together
I am actively seeking roles in AI Engineering, Cloud Infrastructure, Observability Stack Migration, and Technical Consulting.
© 2026 Deepali Motwani. All rights reserved.