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AI / ML Engineer · Automation Architect

I build intelligent systems that sell, automate & scale.

Machine Learning Engineer at Evren AI, Level 2 Fiverr seller, and final year CS student. I design voice and chat AI agents, multi-agent workflows, and high-performing Meta and Google ad systems for brands around the world.

0★
Fiverr Rating
0x
Peak ROAS
Level 2
Fiverr Seller
Global
US, CA, EU, AU, SA
SCROLL
01 / About

A builder at the intersection of AI & growth.

Final-year BS Computer Science student (8th semester) and Machine Learning Engineer at Evren AI, where I build production RAG agents, controlled-response conversational AI, and automation pipelines for real client-facing products.

My work sits at the intersection of two disciplines most people treat as separate. On one side, I engineer intelligent agents and automation systems with LangChain, LangGraph, n8n, Voiceflow and Botpress. On the other, I run Meta & Google ad accounts for Shopify brands, with a focus on getting the pixel, Conversions API and tracking actually right, since that is where most accounts quietly lose money.

On Fiverr I am a Level 2 seller with a 4.9★ rating, trusted by repeat clients across the US, Canada, Europe, Australia and South Africa. Recent results: a 5.52x ROAS on a bottom-of-funnel retargeting build, and CPM cut from $87 to $32.50 through structured creative testing.

I like problems that sit between marketing and engineering, the kind where a broken pixel is really an automation problem, and a slow manual workflow is really an opportunity for an agent to take over.

RAG Systems Meta Ads n8n LangGraph Conversions API Voice Agents
02 / Capabilities

The stack I work in

AI & ML

LangChain & LangGraph
RAG Systems
Claude & OpenAI APIs
ComfyUI & LoRA Fine-Tuning

Automation & Agents

n8n
Botpress
Voiceflow

Performance Marketing

Meta Ads Manager
Google Ads (PMax)
Conversions API
Pixel & EMQ Repair

Backend & Data

Python & FastAPI
Node.js & Express
PostgreSQL & MongoDB

Frontend & Mobile

React.js & TypeScript
Kotlin
Shopify
03 / Services

Fiverr gigs & offers

See all on Fiverr →
PAID SOCIAL
Meta Ads Management

Pixel and CAPI setup, retargeting structure, creative testing, and ongoing optimization for Shopify brands.

PAID SEARCH
Google Ads Management

PMax campaigns, conversion tracking cleanup, and policy compliance fixes.

AUTOMATION
AI Chat & Voice Agents

Botpress and Voiceflow agents, plus RAG-based support and booking agents.

AUTOMATION
n8n Workflow Automation

Connecting ad accounts, CRMs and APIs into automated pipelines that run without you.

AI ENGINEERING
RAG & LLM Integration

Retrieval-augmented agents over your own docs and data, built with LangChain and LangGraph.

TRACKING
Pixel & CAPI Audits

Fixing Event Match Quality, broken pixels, and Conversions API gaps that quietly cost ad accounts money.

04 / Selected work

Projects & case studies

5.52x
ROAS, cart abandoners 7d
01
Meta Ads, Canada
Plume Science

Split bottom-of-funnel retargeting into three precise audiences and let the data show which one deserved the budget.

Meta AdsRetargetingCAPI
Ran alongside a Google Ads PMax compliance cleanup on the same account. Retargeting was split into cart abandoners (7d), PDP viewers (14d), and all-site visitors (30d), and budget was reallocated toward whichever tier actually converted rather than splitting evenly.click again to close
$32.50
CPM, down from $87
02
Meta Ads, Apparel
Vordele

A 7-day creative test isolated two winning products. CPM went from an expensive guess to a proven number.

Meta AdsCreative Testing
A 7-day test across the full apparel catalog isolated two winning dresses. The follow-up campaign, rebuilt with Add-to-Cart optimization instead of link clicks, took CTR to 8.55 percent and dropped CPM from $87 to $32.50 inside the same week.click again to close
$0.32
per landing page view
03
Meta Ads, Travel
Beverly Stays

A summer traffic campaign aimed straight at the booking page for a Phoenix Airbnb host. Renewed for month two.

Meta AdsTraffic Campaigns
A traffic campaign aimed straight at the Airbnb listing page for a Phoenix host, generating 747+ landing page visits at $0.32 each. The client renewed the engagement for a second 30-day run based on the booking increase.click again to close
Live
on Vercel
04
RAG, Legal AI
PAM Contract AI

A RAG agent trained on the PAM 2006 contract, handling clause interpretation behind a gated client login.

LangChainRAGVercel
LangChain handles retrieval over the PAM 2006 contract text, the model generates the answer, and the whole thing sits behind a gated login for premium clients on Vercel. Handles clause interpretation, EOT claims, and retention rules.click again to close
6,000
training steps, A100
05
Personal R&D
AI Avatar Pipeline

Custom LoRA on RunPod for a WAN 2.2 image-to-video model, with ComfyUI workflow and lip-sync evaluation.

ComfyUILoRARunPod
Trained for 6,000 steps on an A100, landing at a final loss around 0.048. Evaluated four lip-sync models: LatentSync caused distortion, Wav2Lip synced but with quality issues, MuseTalk had dependency conflicts, and Sync.so gave the cleanest results.click again to close
5+
accounts watched live
06
Ops Automation
Self-Healing Ad Monitor

An n8n workflow that catches pixel and budget issues across live accounts before they cost money.

n8nLLM Agent
The workflow polls each live account on a schedule, checking Event Match Quality and budget pacing against set thresholds. When something drifts, an LLM step drafts a plain-language diagnosis and a proposed fix. Nothing touches spend until it is approved.click again to close
05 / Testimonials

Real reviews from Fiverr

★★★★★

I highly recommend this fiver. mirzaumerikram understood what needed to be done better than I did. His work order was far more in depth than what I anticipated. He had great knowledge about Thrivecart.

D
deedee84335
United States
★★★★★

It was a real pleasure working with Meta Omer. He has in depth product knowledge, is solution focused, and works on a very timely basis. Highly recommended.

N
neiljarrett57
Croatia
★★★★★

Excellent work, thoughtful, concise, detailed. Will work with again.

B
brettbilon
Canada
★★★★★

Worked on 3 different projects with him. Every single time, expectations were met and exceeded.

U
user51925916
Italy
★★★★★

Pleasure working with Meta Omer.

A
aaronsussman
United States
★★★★★

Excellent experience from start to finish. The technician was highly professional, communicated clearly throughout the project, and demonstrated an impressive in-depth knowledge of the system. He quickly understood the requirements, delivered exactly what was needed, and provided valuable insights along the way.

C
craig_palm
South Africa
★★★★★

Umer is a professional freelancer, he knows what he's doing and have good understanding of meta and how things work. I am continuing with him for a follow up. Definitely recommend.

M
mudassar85
Pakistan
★★★★★

Très bon travail de son côté, je recommande fortement.

M
maxencewright
France
06 / Insights

Things I have learned the hard way

Meta Ads

Your pixel is lying to the algorithm

Most underperforming ad accounts share one root cause: Event Match Quality so low the algorithm is optimizing blind. Fix the data before touching the creative.

From real client audits →
AI Agents

RAG beats fine-tuning for most business use cases

If the knowledge changes weekly, retrieval wins. Fine-tuning locks yesterday's answers into the weights. Every production agent I have shipped uses retrieval first.

From production builds →
Automation

The best automation keeps a human on the trigger

Full autopilot fails silently. Every workflow I build drafts the action and waits for approval before anything touches money, customers, or live campaigns.

From n8n pipelines →
07 / Contact

Let's build something intelligent.

mirzaumerikram114@gmail.com
// send a message directly