Enterprise AI Architect

AI systems that finally match the ambition.

I'm Ahmad Naeem. I build the AI agents, RAG pipelines, and conversational AI that ambitious companies run on. Every system I ship has one condition: it has to work in production, not just in a demo.

See the work Hire me on Upwork

125+Projects delivered

100%Job Success Score

10+Products built

Top Rated Pluson Upwork

100%Job Success

AI Agents RAG · Voice AI

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By the numbers

125+ Projects delivered Enterprise-grade, across 8 industries

27 Upwork contracts Top Rated Plus, 100% Job Success

10+ Products built From AI job radars to payroll platforms

Hello, I'm

Ahmad Naeem.

I build the systems ambition runs on.

I started selling at 17. Back then I didn't know what I was really learning. I thought it was business. It wasn't. It was people.

What keeps a founder up at 2am. What a CEO is afraid to admit in a board meeting. What an operations manager feels when their team is drowning in work that should have been automated two years ago.

A CS degree and a decade later, I stopped consulting on AI and started building it. Because I got tired of watching good businesses move slowly, not from lack of ambition, but from lack of the right system.

In production. Not in demos.

That's what I build now: systems that finally match the ambition. Autonomous agents that eliminate manual decision-making. Knowledge bases you can question in plain English. Support that never clocks out.

Across healthcare, fintech, real estate, legal, e-commerce, SaaS, education, and logistics, I build:

AI agents that eliminate manual decision-making at scale
RAG systems that make your entire knowledge base instantly queryable
Conversational AI across web, WhatsApp, CRM, and voice, always on
AI integrated into your existing systems, no rip and replace

What I build

Every system. One job: run the business.

Pick the system you need built, or the whole stack. Every piece is engineered around your operation and one measurable outcome.

AI Agents

Autonomous agents that take over the deciding, routing, and processing your team does by hand. Manual decision-making, eliminated at scale.

See it in production

RAG Systems

Your entire knowledge base, instantly queryable. Ask in plain English, get the exact answer with the source cited.

See it in production

Conversational AI

Chat that sells and supports across web, WhatsApp, and your CRM. Always on, always in your brand's voice.

See it in production

Voice AI Agents

Voice systems for outreach, support, and real-time customer interaction. They answer every call, around the clock.

Let's talk

AI Integration

AI wired into the systems you already run: your CRM, your database, your workflows. No rip and replace.

Let's talk

Workflow Automation

Years of n8n and Make behind every build: CRMs, APIs, and data sources connected into systems that run without human intervention.

Let's talk

Founder proof

I don't just build for clients. I build companies.

Not products I helped with. Companies and brands I founded and run, three of them, live, at real scale.

Live

Innovatek Global

The technology group

The parent company. We build the digital systems ambitious companies run on: AI, full-stack products, and the engineering teams behind them.

Explore Innovatek Global

Live

BlackX

The growth brand

Business development, engineered. Growth turned into a predictable system instead of a monthly gamble.

Explore BlackX

Live

Nexus

The operating system for modern agencies

Run your entire agency from one platform. Nine modules, one command center, replacing a dozen disconnected tools.

Explore Nexus

One engineer. A whole product line.

Beyond the companies, a shelf of standalone products I designed, engineered, and run. Each one started as a real operational problem inside a working business, and each one has intelligence planned into the architecture, not bolted on. All shipped. All in production today.

01

Marvel: never miss a job worth winning

AI Job Radar · In production

Finding the right work on Upwork means refreshing all day and arguing over which jobs deserve a proposal. Good opportunities get seen a day too late, and connects get spent on jobs you would never win.

Marvel watches Upwork around the clock, runs hard rules before any AI spend, then scores every surviving job 0 to 100 for fit with the reason written out. The board opens each morning already sorted by what is worth winning.

24/7always scanning

0-100AI fit score, with reason

AI job scoringHard rules firstLive discovery

Explore Marvel

02

Ultron: from a blank page to a winning proposal

AI Proposal Engine · In production

Great proposals win jobs, but writing a tailored one for every opportunity is slow, and generic templates lose. Most teams either burn hours or send weaker work.

Ultron drafts a tailored, on-brand proposal in seconds using retrieval over the real portfolio, then lets you refine it. RAG, applied to selling.

Secondsfrom job to draft

Your voicelearned from wins

LLM + RAG corePortfolio retrievalTone control

Explore Ultron

03

Pulse: turn a team’s effort into one number you can trust

Performance Intelligence · In production

Activity is easy to see but hard to compare. One person makes more calls, another closes more, and 'who is actually performing' becomes an argument instead of a fact.

Pulse weights every KPI into a single, fair score, ranks the team on a live leaderboard, and flags who is drifting before a manager has to notice.

One scoreweighted from every KPI

Liveleaderboard & funnel

AI performance flagsWeighted scoringLive leaderboards

Explore Pulse

04

Attendly: attendance that fits how you really work

Workforce Attendance · In production

Most attendance tools assume a nine-to-five. They break the moment a shift crosses midnight, punish someone for a schedule that isn't their fault, and still need a spreadsheet.

Attendly understands night shifts, breaks, and overnight work, tracks status automatically, and gives managers a live picture of who is on right now.

Overnightshifts across midnight

Autostatus & check-out

Smart status engineAbsence flagsAuto reports

Explore Attendly

05

Vault: payroll and payslips, without the paperwork

Payroll & Compensation · In production

Pay is the most sensitive thing a team touches, and the easiest to get wrong in a spreadsheet. One stale formula, one shared file, and trust is gone.

Vault computes every salary, bonus, and payslip by rule, sweeps the run with an audit pass that catches outliers, and keeps bank details behind a second lock.

Every cyclepayslips generated

Privatebank details secured

AI audit passCommission engineExtra-locked access

Explore Vault

06

Loop: the whole team’s conversations, in one place

Team Communication · In production

Context lives where the work lives, but the conversation usually lives in a separate chat app nobody keeps open, where decisions quietly get lost.

Loop puts real-time messaging right inside the platform, next to the deal it is about, and keeps the history searchable as team knowledge.

Real-timemessaging built in

Mobile-firstgreat on any phone

AI-searchable historyChannels & DMsIn-context chat

Explore Loop

07

BlackMind: a private AI workspace for the team

Private AI Workspace · In production

A capable AI is table stakes now, but the easy options mean pasting your company's context into someone else's tool, with no idea where it ends up.

BlackMind gives the team a strong AI for research and drafting, grounded on the live web and able to read images, without work leaving the workspace.

Live webgrounded, current answers

Privateinside your workspace

LLM workspaceWeb research modePrivate by design

Explore BlackMind

Selected work

Real systems. Real numbers. In production.

Three engagements, told the way they happened: the problem, the system, and what changed.

01

From 4 hours to 8 minutes: autonomous document processing

AI Architect & Lead Developer

A fintech company had a team manually processing hundreds of documents every single day. Extracting data, categorizing, routing, verifying. Good people doing work that was slowly breaking them.

We built an autonomous AI agent that handles the entire workflow. Processing time dropped from 4 hours to 8 minutes. Human error hit zero. The team was freed to do work that actually mattered.

8 minfull daily workflow

0human errors

AI Agent DevelopmentLangChainFastAPIAutomation

02

24/7 AI support agent: zero added headcount

AI Architect & Lead Developer

An e-commerce brand was losing customers every night. Their support team clocked out at 6pm. Questions went unanswered. Carts abandoned. Customers left.

We built a conversational AI agent that never sleeps. It handles inquiries, processes returns, escalates when needed. Response time dropped from hours to seconds. Support costs cut by 60%.

60%support costs cut

Secondsresponse time, from hours

Conversational AIAI Agent DevelopmentOpenAI APILangChainChatbot Development

03

Enterprise RAG system: ask your documents anything

AI Architect & Lead Developer

A legal firm was drowning in contracts. Thousands of documents, no way to search them meaningfully. Staff spending hours finding answers that should have taken seconds.

We built a RAG pipeline that changed everything. Now their team types a question in plain English and gets the exact answer, source cited, in under 30 seconds.

1000sof documents indexed

<30sto a cited answer

Retrieval Augmented GenerationPineconeOpenAI APILangChainFastAPI

How I work

From wasted hours to working systems.

01

Find the waste

I sit inside your operations and find exactly where human time is being burned on work a system should be doing.

02

Design the system

Agents, retrieval, integrations: the architecture that fits how you already work. Most business problems aren't technology problems. They're workflow problems.

03

Ship to production

Not a proof of concept. A deployed system handling real volume, wired into your stack, with humans in the loop where they belong.

04

Prove it with numbers

4 hours to 8 minutes. Costs cut 60%. Answers in seconds. If the numbers don't move, the system isn't finished.

Capabilities

The skills under every system.

A decade across sales, engineering, and AI, compressed into the capabilities that actually ship product.

AI Engineering

AI agents & multi-agent systems (CrewAI, AutoGen)
RAG architecture & retrieval tuning
LLM orchestration with LangChain
Prompt engineering & evaluation
Conversational & voice AI design
Embeddings, vector search, reranking

Platform Engineering

Python & FastAPI back ends
APIs: REST, GraphQL, webhooks
PostgreSQL, Supabase, SQLite
Vector stores: Pinecone, Weaviate, FAISS
Docker, AWS, Nginx, Linux servers
Auth, roles & security hardening

Automation & Integration

Workflow automation with n8n & Make
CRM, WhatsApp & voice channel integration
Data pipelines & document processing
Legacy system integration, no rip and replace
Push notifications & real-time UX
Production monitoring & health alerts

The stack I build on

Chosen per problem. Not per hype cycle.

Models

OpenAI

Claude

Llama 3

Orchestration

LangChain

CrewAIAutoGen

Retrieval

PineconeWeaviateFAISS

AI Practice

Prompt engineeringEvalsEmbeddingsFine-tuning

Backend

Python

FastAPI

Node.js

Frontend

JavaScriptProgressive Web AppsReal-time UI

Data

PostgreSQL

Supabase

SQLite

Infrastructure

AWS

Docker

Nginx

Linux

Automation

n8n

MakeWebhooksCron pipelines

Speech & Voice

WhisperText-to-speechTelephony APIs

Channels

Web

WhatsAppVoiceCRM

The road here

A decade of shipping.

Apr 2024
Jan 2026

AI Consultant & Engineer Urban BJK

Working with SMBs and enterprises across healthcare, fintech, real estate, and legal to design and deliver AI systems that change how they operate. Autonomous agents that eliminated manual decision-making, RAG pipelines that turned thousands of documents into instant answers, and voice systems that handle customer calls around the clock. Every project taken on with one condition: it has to work in production, not just in a demo.

Feb 2022
Apr 2024

AI Integration Specialist Innovatek Global

Helped 15+ businesses take their first step into AI. Not by selling them software, but by sitting inside their operations and finding exactly where human time was being wasted. Automated repetitive workflows, built intelligent APIs, and deployed first conversational systems. Most clients had never touched AI before. By the end, they couldn't imagine working without it.

Before
that

AI Workflow Automation n8n & Make

Before building complex AI systems, the work starts somewhere simpler: making things connect. Years spent automating business workflows, integrating CRMs, APIs, and data sources into systems that run without human intervention. This is where I learned that most business problems aren't technology problems. They're workflow problems. AI just makes the solution permanent.

Credentials

The paper behind the practice.

Education

Master of Science in Computer Science University of West Georgia 2024 to 2026

Bachelor's Degree, Computer Science Times University, Multan 2020 to 2024

Certifications

Generative AI with Large Language Models Coursera Issued March 2026

Building Systems with the ChatGPT API DeepLearning.AI Issued February 2026

LangChain for LLM Application Development DeepLearning.AI Issued January 2026

If I take on your project, I already know I can deliver it. And if I'm ever wrong about that... full refund. No questions asked.

My commitment, on every engagement

Working on something serious?

Tell me where your team's time is going, and I'll show you the system that gets it back. AI agents, RAG, conversational and voice AI, built to run in production from day one.

Let's talk on Upwork

Top Rated Plus. 100% Job Success Score. Upwork is the one channel I take new projects through.