AI ENGINEER & FULL-STACK DEVELOPER

Hi, I'm Rumaz Naveed.

AI Engineer & Full-Stack Developer building scalable, intelligent systems and automated workflows.

Specializing in Machine Learning, modern web architectures (MERN, FastAPI), and autonomous pipeline automations.

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KARACHI, PAKISTAN

SOLVING BUSINESS PROBLEMS WITH AI

SERVICES & EXPERTISE

Solving Complex Business Problems with AI & Engineering

SCROLL TO SWIPE (0%)

ARTIFICIAL INTELLIGENCE

AI ENGINEERING & RAG PIPELINES

Autonomous AI agent orchestration, Qdrant RAG vector retrieval, custom LLMs, and FastAPI pipelines.

Autonomous Multi-Agent Squads (CrewAI / LangChain)

High-Speed RAG & Vector Search Engines

Custom LLM Fine-Tuning & FastAPI Microservices

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BUSINESS AUTOMATION

WORKFLOW AUTOMATION & BaaS

End-to-end automation connecting n8n engines, Supabase BaaS, webhooks, and automated document parsing.

n8n Complex Workflow Orchestration

Supabase / Firebase Real-Time BaaS Architecture

Automated Quotation & Document Parsing

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FULL-STACK DEVELOPMENT

FULL-STACK SAAS & WEB APPS

Architecting high-performance web applications with Next.js 14, React, Node.js, and luxury dark UI/UX.

Next.js 14 App Router & Modern React Dashboards

Scalable Node.js / Express REST & GraphQL APIs

Real-Time WebSockets & Production Cloud Apps

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VECTOR ARCHITECTURE

VECTOR DB & LLM INTELLIGENCE

High-speed vector database indexing, embedding semantic search, and document intelligence pipelines.

Qdrant & Pinecone High-Throughput Indexing

Semantic Search & Multi-Modal Embeddings

Sub-100ms Document Querying at Scale

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MULTI-AGENT SYSTEMS

AUTONOMOUS AI AGENT SQUADS

Building collaborating AI agents that execute complex multi-step workflows, research, and coding tasks.

LangChain & CrewAI Multi-Agent Workflows

Self-Healing Execution & Task Delegation

Real-Time API & Tool Calling Integrations

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TECHNICAL CONSULTING

ENTERPRISE AI STRATEGY & ADVISORY

Strategic AI roadmap consulting to identify high-ROI automation opportunities and modernize legacy software.

AI Feasibility & Opportunity Audit

System Architecture & Security Best Practices

Legacy Software AI Layer Integration

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WORK EXPERIENCE

Proven track record taking technical products from 0 to 1 and leading engineering teams.

AI / ML Engineer

RAS InnovaTech • Karachi, Pakistan

Oct 2025 - Present

Architecting and deploying production-grade AI solutions using FastAPI and Python, streamlining backend inference workflows and implementing MLOps best practices.

Applied data science and AI techniques to solve complex business and technical problems, architecting and deploying production-grade AI solutions using FastAPI and Python, improving system response time by 20%.

Managed and prepared datasets across relational and non-relational databases (MongoDB), optimizing NoSQL architecture to streamline backend inference workflows.

Applied MLOps best practices for model deployment, monitoring, and lifecycle management to ensure reliable, scalable delivery of AI-driven features.

PythonFastAPIMongoDBMLOpsCRISP-DMMachine LearningPythonFastAPIMongoDBMLOpsCRISP-DMMachine LearningPythonFastAPIMongoDBMLOpsCRISP-DMMachine LearningPythonFastAPIMongoDBMLOpsCRISP-DMMachine Learning

Data Science Intern

10Pearls • Remote

Apr 2026 - Jun 2026

Performed data analysis, modeling, and visualization to optimize machine learning pipeline workflows and support enterprise AI initiatives.

Performed data analysis, modeling, and visualization to generate meaningful insights, optimizing pipeline workflows for algorithm efficiency and improving model evaluation accuracy by 15%.

Collaborated with software engineers, data engineers, and business teams to architect scalable, production-ready data architectures, deploying 3+ features per sprint.

Supported advanced analytics and AI initiatives for business and technology stakeholders, translating findings into actionable, data-driven recommendations.

Data SciencePythonData AnalyticsModel EvaluationML PipelinesData SciencePythonData AnalyticsModel EvaluationML PipelinesData SciencePythonData AnalyticsModel EvaluationML PipelinesData SciencePythonData AnalyticsModel EvaluationML Pipelines

AI and Data Science Intern

Saylani Mass IT Training (SMIT) • Karachi, Pakistan

July 2026 - Sep 2026

Focused on Agentic AI and developed interactive, real-world AI solutions for physical deployments during the bootcamp.

Developed the "SMIT Receptionist", an intelligent interactive agent deployed on physical kiosks to resolve student queries and guide them through the admission process.

Engineered a real-time conversational interface utilizing LiveKit and OpenAI, seamlessly integrated with a customized React-based UI.

LiveKitOpenAIReact.jsAgentic AILiveKitOpenAIReact.jsAgentic AILiveKitOpenAIReact.jsAgentic AILiveKitOpenAIReact.jsAgentic AI

PROJECTS

HIREGINNI AI

AI-Powered Recruitment & Screening Platform

AI Platform / Next.js, FastAPI

PROCUREMENT BaaS

Automated B2B Procurement & Quotation Dashboard

Workflow Automation / n8n, Supabase

AI VIRTUAL MOUSE

Gesture-Based Computer Vision Interface

Computer Vision / Python, OpenCV, MediaPipe

NOISY DATA ENSEMBLE

Multi-Model ML Ensemble for Classification

Machine Learning / Scikit-Learn, SVM, Trees

WHAT MENTORS & COLLABORATORS SAY

Feedback & Endorsements

ACADEMIC & PROJECT GUIDANCE

Rumaz demonstrated exceptional technical leadership and execution capability throughout the development of HireGinni.

His problem-solving mindset and grasp of AI architecture stand out.

Engr. Noor ul HudaLecturer / Project Supervisor, DUET

TEAM & STARTUP COLLABORATION

Working alongside Rumaz as a founder has been a masterclass in swift execution.

He effortlessly bridges complex AI backend logic with product-level usability.

CTORAS InnovaTech Team

GET FREE CONSULTATION

Have an AI, Full-Stack, or Automation project? Send a message below for a free consultation.

STACK AND TOOLS I USE

Python

Next.js 14

PyTorch

FastAPI

Node.js

Supabase

Qdrant DB

Python

Next.js 14

PyTorch

FastAPI

Node.js

Supabase

Qdrant DB

Python

Next.js 14

PyTorch

FastAPI

Node.js

Supabase

Qdrant DB

Python

Next.js 14

PyTorch

FastAPI

Node.js

Supabase

Qdrant DB

n8n

React

Tailwind

PostgreSQL

Docker

Git & GitHub

LangChain

n8n

React

Tailwind

PostgreSQL

Docker

Git & GitHub

LangChain

n8n

React

Tailwind

PostgreSQL

Docker

Git & GitHub

LangChain

n8n

React

Tailwind

PostgreSQL

Docker

Git & GitHub

LangChain

RUMAZ NAVEED

Hi, I'm Rumaz Naveed.

SERVICES & EXPERTISE

AI ENGINEERING & RAG PIPELINES

WORKFLOW AUTOMATION & BaaS

FULL-STACK SAAS & WEB APPS

VECTOR DB & LLM INTELLIGENCE

AUTONOMOUS AI AGENT SQUADS

ENTERPRISE AI STRATEGY & ADVISORY

WORK EXPERIENCE

AI / ML Engineer

Data Science Intern

AI and Data Science Intern

PROJECTS

HIREGINNI AI

PROCUREMENT BaaS

AI VIRTUAL MOUSE

NOISY DATA ENSEMBLE

WHAT MENTORS & COLLABORATORS SAY

GET FREE CONSULTATION