Frame the problem
Goal / users / constraints
[PORTFOLIO / 2026]GENERATIVE AI ENGINEER KARACHI, PK
MUHAMMADHUZAIFAAI / ENGINEERZAMIR®
[AI SOLUTION DELIVERY / REV 2.6]
From problem to adoption.
AI solution delivery
Continuous learning
Map the data
Sources / access / quality
Prototype
Model / prompts / workflow
Evaluate
Accuracy / risk / feedback
Deploy
Integration / monitoring
Drive adoption
Training / iteration / value
INPUT / BUSINESS NEED→ → →OUTPUT / MEASURABLE AI VALUE
[01]Selected work
Systems, not showpieces.
A few things I have worked on—products I built directly and systems I helped guide into use.
[DIRECT / BUILD]
Developed myself
Products and experiments I have built directly.
[PRJ—001] Live
Applied AI product
Yanipro.ai
A product I built around practical AI workflows and delivery.
- ROLE
- Product / Engineering
- STACK
- AI workflows / Product / Web
- YEAR
- 2025
[PRJ—002] Public
Knowledge systems
MindMesh
A personal AI workspace for documents, retrieval, and useful assistants.
- ROLE
- Open-source builder
- STACK
- RAG / Documents / Assistants
- YEAR
- 2025
[PRJ—003] In development
Local AI agents
onlocal.ai
A repository and marketplace of simple AI agents that run locally with local LLMs or APIs.
- ROLE
- Creator / Engineer
- STACK
- Agents / Local LLMs / APIs
- YEAR
- 2026
[PRJ—004] In development
Enterprise document AI
Shelfdom
A document intelligence layer for enterprise-grade AI operations.
- ROLE
- Creator / Engineer
- STACK
- Document AI / Retrieval / Operations
- YEAR
- 2026
[GUIDED / DELIVERY]
Managed with oversight
Vendor-developed work where I shaped scope, reviewed delivery, and kept the outcome useful.
[PRJ—005] Operational
Banking knowledge assistant
MeezanGPT
An assistant for employees and customers, designed around bank knowledge and everyday support needs.
- ROLE
- Scope / Review / Delivery
- STACK
- LLMs / Retrieval / Banking
- YEAR
- 2025
[PRJ—006] In progress
Digital banking agent
Virtual Relationship Manager
An AI agent shaped to work like a bank relationship manager across digital channels.
- ROLE
- Scope / Review / Delivery
- STACK
- Agents / Digital channels / Banking
- YEAR
- 2026
[ARCHIVE / RESTRICTED]Request context
A lot more exists off-grid.
There are other internal tools, experiments, and delivery stories I can share in context. Connect to discuss what is most relevant.
[02]Expertise
How I can help
I usually work somewhere between AI engineering, backend systems, documents, and data.
[CAPABILITY / 01]
Generative & Agentic AI
I work with LLMs, RAG, and agents when they can make everyday work clearer or faster.
- LLMs
- RAG
- Agents
- Evaluation
[CAPABILITY / 02]
Document Intelligence
I help turn messy documents into information people can search, check, and act on.
- OCR
- NLP
- Retrieval
- Review flows
[CAPABILITY / 03]
Automation & Process Optimization
I look for repetitive steps, fragile handoffs, and places where a practical tool can help.
- Workflows
- APIs
- Dashboards
- Cloud
[CAPABILITY / 04]
Data & Everything Data
I like making data easier to collect, clean, understand, and use in real decisions.
- SQL
- Pipelines
- Power BI
- Analytics
[03]Professional record
Evidence over ornament.
Credentials and a chronological view of the teams where I have learned, built, and delivered.
[VERIFIED LEARNING]
Nine certificates across cloud, generative AI, analytics, data, and security tooling. Select any record to open the source document.
[CERT / 01]
Open record [CERT / 02]
Open record [CERT / 03]
Open record [CERT / 04]
Open record [CERT / 05]
Open record [CERT / 06]Open record [CERT / 07]
Open record [CERT / 08]
Open record [CERT / 09]
Open record
OCI Generative AI Professional
Oracle Cloud Infrastructure
Microsoft Azure Fundamentals
AZ-900
Google Data Analytics Specialization
Google / Coursera
Certified Power BI Hands On
NCAI, NED University
SQL
365 Data Science
Statistics
365 Data Science
Python
Al Nafi
Splunk 7.x Fundamentals
Splunk
Introduction to SQL
DataCamp
[04 / CONTACT]
Available for thoughtful AI and data work
If this sounds useful, let's talk.
I am most interested in work where the goal is clear: help people save time, understand information, or make a process less painful.