Muhammad Zain Attiq
Agentic AI Engineer & Full Stack Developer & CKAD Certified Kubernetes Expert
Building Intelligent and Automated Agentic AI Systems with state-of-the-art Technologies and Frameworks
Expert System Architect for Scalable AI Applications with Cloud-First Architecture
About Me
Agentic AI Engineer & Full Stack Devloper with comprehensive expertise in building scalable systems with AI-first and Cloud-first architectures
I’m Muhammad Zain Attiq, an Agentic AI Engineer, Solution Architect, and Full Stack Developer from Pakistan, passionate about building scalable, cloud-native Agentic AI applications. By combining LLMs, RAG, LangChain, LangGraph, CrewAI, and modern AI frameworks, I focus on designing impactful, production-ready systems. My expertise lies at the intersection of Agentic AI + Cloud + Full Stack, where I design and architect production-ready solutions with Python, TypeScript, FastAPI, Flask, Node.js, and advanced databases such as PostgreSQL, MongoDB, Neo4j, and Pinecone.
AI Expertise
Skilled in Generative & Discriminative AI techniques, API engineering, prompt design, and end-to-end system architecture with comprehensive LLMOps and AgentOps experience.
Teaching & Mentoring
Passionate about knowledge sharing and mentoring, with a track record of delivering structured technical content and guiding learners in modern AI development practices.
Over the past few years, I’ve delivered 50+ industry-ready projects—including intelligent chatbots, copilots, Agentic systems, and workflow automation. I bring strong cloud and DevOps expertise with AWS, Azure, Google Cloud, Docker, and Kubernetes, alongside a solid foundation in machine learning, deep learning, and workflow automation tools like n8n, Zapier, and Make. As a Solution Architect for Agentic AI applications, I specialize in designing end-to-end architectures that seamlessly integrate AI, cloud, and full-stack components to deliver enterprise-grade systems that are both innovative and practical.
Cloud-Native
Expert in cloud-native development using Linux, Docker, Docker Compose, Kubernetes and dev containers with deployment across AWS and Azure infrastructures.
Full-Stack Development
Comprehensive full-stack development with modern technologies including TypeScript, NextJS, FastAPI, and advanced database modeling and optimization.
AI Integration
Custom GPTs, GPT Actions, and custom assistants with advanced chatbot development and LLM integration.
Automation
Advanced automation workflows using Zapier, Make, and n8n with seamless third-party integrations.
Data Science
Machine learning with Pandas, NumPy, Matplotlib, Seaborn, Plotly, and NLTK for comprehensive data analysis.
DevOps
DevOps fundamentals with Git, GitHub, Kubernetes , containerization, and modern development practices for scalable solutions.
Skills & Expertise
Comprehensive technical expertise spanning AI engineering, full-stack development, and technical training
Agentic AI Development
AI Agents System Design
LangGraph
OpenAI Agents SDK
N8N
FastAPI
Docker
AWS
Kubernetes
LangChain
Featured Projects
Comprehensive portfolio showcasing 25+ innovative AI solutions, machine learning models, and full-stack applications
LLMetric
SaaS to measure and optimize brand visibility in AI-generated answers across LLMs (ChatGPT, Perplexity, Grok). Provides AI Visibility Score (AIVS), actionable insights, and analytics dashboard.
NestZone
An End-to-End and Dynamic Real Estate platfrom with Agentic-AI Driven automted workflows.
ExamineAI
Revolutionary AI-powered examination and assessment platform with intelligent grading, real-time analytics, and automated question generation.
PanaAI: Agentic AI in Education
Agentic AI-powered education platform that automates the student journey with a collaborative network of agents: Visitor, Profile/Onboarding, Learning, Assessment, and Revision. Contributed to multi-agent design, accuracy optimization (80–90% across tasks), and advanced retrieval using Vector RAG and Graph RAG. Integrated OpenAI, Google models, and Claude, plus custom scrapers for content sourcing.
Headline AI
HeadlineAI combines conversational AI with advanced news/search APIs to deliver accurate, relevant, and timely news. Users can query with natural language, keywords, or rich filters (date, language, sources) through a CUI. Built cloud‑natively with scalable services and clean API design for reliable, portable deployments. Roadmap: voice I/O, deeper personalization, and expanded integrations to reimagine news consumption.
ClimeAI
Intelligent weather assistant for event and travel planning. Combines real-time weather with AI agent guidance to deliver actionable recommendations.
Professional Experience
Journey through cutting-edge AI development and technical leadership roles
AI Engineer
Techloset Solutions
Contributing to one of the world's largest AI applications in the marketing domain, developing production-ready backend services and scalable AI infrastructure using cutting-edge technologies and best practices.
Key Achievements:
Contributed to world's largest AI marketing application with millions of users
Developed production-ready backend services using FastAPI, Flask, and Node.js
Designed scalable AWS infrastructure: Lambda, EC2, ECR, ECS, RDS, S3, SNS
Engineered AI Agents and Chatbots with LangChain, LangGraph, OpenAI APIs
Automated workflows using n8n for efficient AI-powered automation pipelines
Applied GitOps and DevOps best practices for smooth CI/CD workflows
Optimized API performance and database queries for high-traffic AI workloads
Designed structured prompts and memory-based workflows for enhanced LLM performance
AI Engineer
IFPSCO
Worked on Nest Zone, an AI-driven real estate product focused on enhancing property search and management through intelligent automation.
Key Achievements:
Designed the AI system architecture and contributed to building scalable, modular components for seamless integration
Developed and optimized backend services for the AI pipeline, ensuring efficient data flow, performance, and reliability
Assistant Instructor (Python & Agentic AI)
PIAIC
Delivering comprehensive instruction on modern Python programming and Agentic AI frameworks, guiding students through hands-on development of RAG systems, chatbots, and full AI product workflows.
Key Achievements:
Instructed modules on modern Python programming and backend development
Delivered lectures on Agentic AI: LangChain, LangGraph, CrewAI, OpenAI Agents SDK
Guided students in building RAG and Chatbot-based applications
Structured GitHub repositories with organized learning resources and documentation
Mentored students in backend system deployment and AI product workflows
Supported 200+ students in mastering advanced AI development practices
Agentic AI Engineer
Panaversity (Remote)
Developed Pana AI, an Agentic AI-powered education platform designed to automate learning and academic workflows using intelligent agents with advanced RAG implementations and scalable architecture.
Key Achievements:
Built Pana AI: Agentic AI-powered education platform for automated learning
Implemented AI agents for content delivery, question generation, and evaluation
Developed advanced RAG pipelines: Vector RAG, Graph RAG, and CRAG
Contributed to modular and scalable application architecture design
Participated in Agile processes: daily standups, sprint planning, code sessions
Optimized personalized learning experiences using intelligent agent workflows
Data Science Intern
CodeAlpha
Performed comprehensive data analysis and visual storytelling, conducting exploratory data analysis on real-world datasets and building interactive dashboards to support business decision-making.
Key Achievements:
Performed in-depth data analysis using Pandas, NumPy, Matplotlib, Seaborn
Conducted exploratory data analysis (EDA) for pattern discovery and insights
Built interactive data dashboards and comprehensive summary reports
Supported business decisions through data-driven visual storytelling
Analyzed 10+ real-world datasets for feature insights and trend identification
Delivered actionable insights that improved business process efficiency by 25%
Machine Learning Intern
Mentorness
Trained and evaluated machine learning models on classification and regression problems, conducting comprehensive EDA and data preprocessing to enhance model accuracy and performance.
Key Achievements:
Trained ML models using Scikit-learn for classification and regression problems
Conducted EDA and data preprocessing on structured datasets
Enhanced model accuracy through feature engineering and optimization techniques
Visualized trends and key metrics using Python-based plotting libraries
Supported ML model interpretation through comprehensive data visualization
Achieved 15% improvement in model performance through advanced preprocessing
Education
Academic foundation and specialized training in AI and computer science
Bachelor of Computer Science
Virtual University of Pakistan
Comprehensive study of computer science fundamentals, programming methodologies, and software engineering principles. Specialized in artificial intelligence, machine learning, and modern development practices with focus on practical application and industry-relevant skills.
Key Achievements:
Completed comprehensive CS curriculum with focus on AI and software development
Specialized in algorithms, data structures, and software engineering principles
Developed strong foundation in programming languages and development frameworks
Gained expertise in database systems, computer networks, and system design
Applied theoretical knowledge through practical projects and assignments
Built portfolio of 25+ projects demonstrating technical proficiency
Cloud Applied Agentic AI Engineering
PIAIC (Presidential Initiative for Artificial Intelligence & Computing)
Advanced certification program in Cloud Applied Agentic AI Engineering, focusing on cutting-edge AI technologies, cloud-native development, and practical implementation of Agentic AI solutions in real-world applications.
Key Achievements:
Mastered Agentic AI frameworks including LangChain, LangGraph, OpenAI Agents SDK, CrewAI and LlamaIndex
Developed expertise in cloud-native AI application development and deployment
Built production-ready AI agents, RAG systems, and intelligent chatbots
Gained proficiency in modern Python frameworks: FastAPI, Flask, and async programming
Learned advanced prompt engineering and LLMOps best practices
Completed hands-on projects with real-world AI implementation scenarios
FSc Pre-Engineering
Islamia College, Faisalabad
Pre-Engineering program with focus on Mathematics, Physics, and Chemistry, providing strong analytical and problem-solving foundation essential for computer science and engineering disciplines.
Key Achievements:
Achieved exceptional academic performance with 999/1100 marks (90.8%)
Developed strong mathematical and analytical thinking skills
Built solid foundation in physics and applied sciences
Excelled in problem-solving and logical reasoning
Prepared comprehensive groundwork for computer science studies
Demonstrated consistent academic excellence and dedication to learning
Matriculation (Science)
City High School, Faisalabad
Secondary education with science subjects including Mathematics, Physics, Chemistry, and Biology, establishing fundamental knowledge in STEM fields and developing critical thinking abilities.
Key Achievements:
Outstanding academic achievement with 1014/1100 marks (92.2%)
Excelled in Mathematics and Science subjects
Developed strong foundation in scientific methodology and research
Demonstrated exceptional analytical and problem-solving capabilities
Built disciplined study habits and time management skills
Ranked among top performers in the academic cohort
Professional Certificates
Latest Achievement
Certified Kubernetes Application Developer (CKAD)
Cloud Native Computing Foundation
Industry-recognized certifications demonstrating expertise in AI, data science, and modern technologies
Certified Kubernetes Application Developer
Industry-recognized certification demonstrating expertise in designing, building, configuring, and exposing cloud native applications for Kubernetes
Certificate ID:
LF-uey6yragwc
Authorized by:
Jonathan Bryce - Executive Director, Cloud and Infrastructure
Free Artificial Intelligence Basic Course
Comprehensive AI fundamentals course covering machine learning, neural networks, and practical AI applications
Authorized by:
Irfan Malik - Chairman & Founder
Dr. Sheraz Naseer - Head of AI Department
Problem Solving (Basic)
Certified proficiency in algorithmic problem-solving and computational thinking skills
Authorized by:
Harishankaran K - CTO, HackerRank
Neo4j & LLM Fundamentals
Learn how to use Neo4j with Large Language Models for advanced graph-based AI applications
Certificate ID:
2ee3ef4a-7417-4ada-be40-b44a2fa57805
Data Science with Python
Professional certification in data science methodologies, Python programming, and statistical analysis
Certificate Code:
4491952
Authorized by:
Krishna Kumar - CEO, Simplilearn
Neo4j Certified Professional
Accredited certification proving Neo4j credentials and expertise in graph database technologies
Certificate ID:
6194fc30-ec9f-4528-bc39-830b7a7a15bc
Git Tutorial in Hindi
Comprehensive version control training covering Git fundamentals, branching, merging, and collaborative development workflows
Building Ambient Agents with LangGraph
Advanced course on building intelligent ambient agents using LangGraph framework for sophisticated AI workflows
Certificate ID:
aqa323vwvd
Introduction to Model Context Protocol
Cutting-edge certification in Model Context Protocol (MCP) for advanced AI model integration and context management
Certificate Code:
e2rrtayjz4ou
Python Programming Virtual Internship
4-week intensive virtual internship program in Python programming with wonderful remarks for showcased skills and contributions
Certificate ID:
a3c6c3d
Authorized by:
Founder - CodSoft
Communication and Soft Skills
Government-backed training program in communication and soft skills under DigiSkills Training Program (DSTP2.0-Batch-05)
Certificate ID:
9RYFXJMK5
Authorized by:
Rector - Virtual University
CEO - Ignite
OpenAI GPTs: Creating Your Own Custom AI Assistants
Prestigious university course on creating custom AI assistants using OpenAI GPTs, covering advanced AI development techniques
Authorized by:
Dr. Jules White - Professor, Department of Computer Science, Vanderbilt University
SQL (Basic)
Certified proficiency in SQL fundamentals, database querying, and data manipulation skills
Certificate ID:
55ADAB4B7097
Authorized by:
Harishankaran K - CTO, HackerRank
CrewAI Multi-Agent Systems
Badge of completion for mastering multi-agent systems development using CrewAI framework for collaborative AI workflows
Authorized by:
João Moura - Founder and CEO of CrewAI
Python (Basic)
Certified proficiency in Python programming fundamentals, data structures, and algorithmic problem-solving
Certificate ID:
E8FFFD062CDD
Authorized by:
Harishankaran K - CTO, HackerRank
Introduction to Vector Indexes and Unstructured Data
Advanced course on understanding and searching unstructured data using vector indexes with Neo4j graph database
Certificate ID:
55595005-368a-4891-85cd-a7e028ddbec3
Introduction to LangGraph
Comprehensive course on building sophisticated AI workflows and agent systems using LangGraph framework
Certificate ID:
joztwm37wa
ChatGPT & Zapier: Agentic AI for Everyone
Course certificate validating skills in building agentic AI workflows integrating ChatGPT with Zapier automations.
Freelancing Training Certificate
Completed government-backed freelancing course covering platforms, proposals, client communication, and project delivery.
Certificate ID:
BPK6YJWMK
JavaScript (Basic)
Assessment-based certification covering JS syntax, control flow, functions, arrays, and problem-solving fundamentals.
Certificate ID:
61BCF34B67C3
Typing Speed: 111 WPM (100% Accuracy)
15s English test demonstrating high typing speed and accuracy useful for productivity and rapid prototyping.
Professional Certificates
Technology Domains
Recent Certifications
Industry Recognized
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