Razim Manzoor
MBA strategist building autonomous AI assistants, high-performance web platforms, and automated workflow pipelines that turn friction into measurable margin.
Revenue Growth Opportunity (ML Segmentation)
Executive Reporting Latency (Power BI)
Daily Manual Effort Reduced (AI Workflows)
Select Viewer Perspective:
Client Services & Delivery Tracks
Institutional-grade AI assistants, automated operational pipelines, and sub-second web platforms. Delivered with fixed milestone scopes, complete asset handover, and a 14-day warranty.
AI & Intelligent Systems
Autonomous conversational assistants, local private models, and unstructured document extraction engines built on robust vector databases and LLM orchestration.
Enterprise RAG Knowledge Assistant
Semantic search across internal PDF handbooks, contracts, and SOPs
Autonomous retrieval-augmented assistant trained on internal manuals, technical briefs, and customer FAQs with citation traceability and seamless human handover.
Eliminates repetitive internal lookup delays and gives clients instantaneous, verified answers 24/7.
Local & Private RAG Pipelines
Zero external data exposure using on-prem open models
Privacy-first architecture utilizing Ollama and DeepSeek models running locally to query sensitive financial, healthcare, or executive documents without API leakage.
Total regulatory compliance and data sovereignty with zero third-party token consumption fees.
Automated Document Parsing & Extraction
Convert messy PDF invoices, receipts, and forms into validated JSON
Structured extraction pipeline turning unformatted PDFs, contracts, and customer applications into schema-validated data dispatches.
Cuts manual clerical entry by over 80% with guaranteed data schema conformity.
Prompt Guardrails & API Spend Governance
Corporate API controls, safety boundaries, and token cost caps
Hardening production prompt architectures against prompt injection, output schema drift, and unexpected corporate API token bill spikes.
Protects brand integrity and prevents runway depletion from runaway agent loops.
The 3 Handover Guarantees
14-Day Defect Warranty
Complimentary post-launch rectification window for any software defects, regression errors, or broken configurations directly within delivered code.
100% IP & Asset Vesting
Full transfer of GitHub repositories, Vercel/Cloudflare production deployments, DNS delegations, and API credentials upon project sign-off.
Operational Runbooks
Comprehensive system architecture documentation, environment variable guides, and video runbooks so your internal team can operate independently.
Live Systems Architecture
How I architect enterprise AI systems: from messy inbound document triggers, through private on-prem local RAG, to automated n8n workflows and executive decision loops.
Local RAG Engine
Queries internal SOPs, contracts, and financial PDFs with zero third-party API exposure.
{
"model": "deepseek-r1:8b",
"vector_match_k": 4,
"similarity_score": 0.94,
"citations": ["Contract_SOP_v2.pdf#p14"],
"external_api_leak": false
}Shipped Systems & Proof
Production evidence across enterprise AI agents, automated receivables workflows, private local RAG pipelines, and full-stack web platforms.
Manifest: AI-Native Career CRM
Resolved tracking drop-off during time-sensitive UAE job searches by replacing spreadsheets with a gamified candidate CRM. Slashed application logging from 2 minutes down to 15 seconds and provided 100% visibility over visit visa expiry milestones across 60+ enterprise opportunities.
LiquidityAI: Automated Accounts Receivable Engine
Eliminated 15 weekly hours of manual invoice reconciliation by automating receivables follow-ups with deterministic customer segmentation. Accelerated cash collection cycles by 12 days and reduced 60+ day delinquent balances by 35% with zero relationship friction on strategic accounts.
Secure Document Analysis Agent (Local Private RAG)
Solved strict enterprise data privacy constraints by deploying an on-premise document interrogation pipeline with zero third-party cloud API exposure. Compressed internal contract audit times from 4 hours down to under 15 seconds per multi-clause query with zero recurring token fees.
Automated Quality Control System
Replaced subjective manual visual inspection on high-velocity production lines with a deterministic edge computer vision pipeline. Slashed defect escape rates from 12% to under 1.8% while delivering real-time inspection throughput of 22+ frames per second without cloud network latency.
Operational ROI Simulator
Quantitative modeling for process automation: calculate manual repetitive hours, convert them into annual overhead drag in AED, and model the exact payback timeline before deploying code.
Bottleneck Parameters
Recovers approximately 499 productive hours annually.
Solution Scope Configurator
Assemble the exact technical capabilities required for your project. Generates a structured brief with realistic sprint timelines, instant WhatsApp dispatch, and direct email booking.
Hello Razim, I would like to inquire about project scope with you: * Company / Project: Not specified * Contact: Not specified * Target Timeline: Turnkey Milestone (3-4 weeks) * Selected Modules: - Enterprise Local RAG Knowledge Assistant - Turnkey Next.js 16 Web Platform Looking forward to discussing next steps.
Architectural Capabilities Matrix
A full-stack capability profile organized by architectural layer: spanning quantitative MBA strategy down to local private AI models and edge deployment.
Strategy & Financial ROI
Framing technical investments into quantified operational margin, payback models, and strategic process mining.
Frontier AI & Local RAG
Air-gapped on-prem models, semantic vector search, citation verification, and Pydantic schema guardrails.
Modern Web & Edge Platforms
Sub-second, accessible web applications engineered with Next.js App Router, React 19, TypeScript, and Tailwind CSS v4.
Enterprise Automation & BI
End-to-end multi-step automated workflows, server-side attribution containers, and executive Power BI dashboards.
Recruiter & Leadership Dossier
Essential profile context for engineering leadership, CTOs, and talent acquisition teams evaluating full-time architectural appointments in Dubai.
AI Solutions Architect, Enterprise AI & Automation Specialist, Senior Business Analyst
Visit Visa, available immediately in Dubai with zero notice period
Bridging C-suite commercial KPIs and financial ROI with hands-on Next.js, Python, RAG, and n8n delivery
UAE enterprise data sovereignty, private on-prem AI, and multi-system workflow automation
Key Capability Signals
Verified Candidate Credentials
Complete ATS-ready resume with detailed project metrics and coursework.
Industry Experience
Data Strategy Associate (Industrial Trainee)
Luminar Technolab • Jun 2024 - Mar 2025
- • Architected and deployed scalable analytical workflows using Python, SQL, and Deep Learning, translating complex business logic into structured predictive systems.
- • Engineered a predictive customer segmentation engine (K-Means / RFM) that identified a 15% revenue expansion opportunity, arming commercial teams with prioritized accounts.
- • Migrated legacy reporting pipelines into automated Power BI dashboards, compressing executive decision latency by 95% from 3 days to 2 hours.
- • Awarded A+ distinction in Enterprise Data Science and Python Systems, validating production competency across algorithmic design and data modeling.
Associate AI and Data Analytics Engineer
Resemble Systems • Nov 2023 - May 2024
- • Engineered automated accounts-payable workflows using Power Automate, eliminating manual invoice entry friction and reducing cycle effort by 45%.
- • Conducted process mining audits across multi-stage business workflows, pinpointing execution bottlenecks to achieve a 20% operational cycle time reduction.
- • Constructed executive HR analytics dashboards tracking talent retention and workforce KPIs to inform leadership planning.
- • Configured secure Azure cloud integrations, establishing audit logging and enterprise data boundary compliance.
Education Credentials
Master of Business Administration (MBA) in Data Science & Analytics
JAIN University • 2021 - 2023
Relevant Coursework: Financial Modeling, Business Statistics, Marketing Analytics, Strategic Decision Making, Machine Learning Applications.
Bachelor of Commerce (B.Com) in Computer Applications
Kannur University • 2018 - 2021
Relevant Coursework: Financial Accounting, Business Law, Corporate Taxation, Database Systems, Software Programming.