Adeel Ahmed Qureshi.
Portrait of Adeel Ahmed Qureshi Open to work
AI Product Engineer

Adeel Ahmed Qureshi

I build backend and agentic systems that take action, not just answer questions: issuing documents inside a CRM, routing leads across two apps with a million users between them, dialing and transcribing calls. Three years in, mostly Python and TypeScript, usually closer to production than prototype. I like to own things end to end.

3 yrs
Shipping production systems
4
AI agents running in production
1M+
Users behind systems I shipped
35+
Merged open-source PRs

What I've shipped, company by company.

Agentic workflows, backend services at consumer scale, voice AI, and developer tooling — grouped by where each one was built.

Trucker Path Insurance

AI Product Engineer
Jun 2025 — Present5 systems

InsurGPTAgentic insurance platform

AI Platform

Answers carrier and state eligibility questions from internal documents, then acts on them — issuing policies, endorsements and cancellations inside the EPIC CRM, and generating Certificates of Insurance and ID cards through 80+ SOAP tool calls.

Writes aren’t blind. Each tool enforces its own constraints, and a separate validation agent checks every proposed action before it commits — so a wrong retrieval doesn’t become an issued document. A data team spot-checks output in production on top of that.

Each service rep went from managing two producers to ten, absorbing the team’s growth without an additional service hire — roughly $5,000 a month in avoided headcount.

80+
SOAP tools
5×
Rep capacity
$5K
Hire avoided/mo
LangGraphDjangoEPIC SDKPostgreSQLSupabase

Insurance Routing ModuleLead routing at consumer scale

Backend · Scale

Backend services for the insurance routing module embedded directly in the Trucker Path and Truck Loads apps, moving insurance leads out of the consumer products and into the sales pipeline.

Runs in production behind a product surface with more than a million users.

1M+
Users reached
2
Consumer apps
Spring BootPostgreSQLREST APIs

Power Dialer & Outbound Voice AgentVoice AI inside Trak

Voice AI

Built into Trak, the sales platform producers work in: a RingCentral-integrated dialer with live call transcription and automatic voicemail drops on no-answer, plus an outbound voice agent that warm-transfers qualified leads to a producer.

Producer call volume rose from about 10 to 50 dials a day, and the lead-to-bind ratio improved by 20%.

5×
Dials per day
20%
Lead-to-bind
TrakRingCentralAssemblyAIElevenLabs

COI, Billing & Endorsement Bots

Mailbox automations that close service requests end to end; ~80% throughput gain.

n8n · OpenAI · Power Automate

HR Ticketing System

One AI queue routing employee requests across all three Moatable companies.

n8n · OpenAI · Supabase

Alfabolt

Back-End Engineer
Engineering consultancy — my Trucker Path Insurance engagement runs through Alfabolt
Dec 2024 — Present2 systems

Reimagin Backend OverhaulAWS SAM to Kubernetes on EKS

Infrastructure

Led the move of a core microservice off AWS SAM onto a Kubernetes architecture on EKS, removing cold starts, wrapper overhead and unindexed queries from the hot path.

Response time went from 2–3 seconds to 300–500ms.

~80%
Latency cut
AWS EKSKubernetesFastifyNATS JetStream

AI Onboarding Agent

LangGraph and FastAPI agent handling early-stage inbound leads, on AWS App Runner.

LangGraph · FastAPI · AWS App Runner

APIMatic

Solutions Engineer
Feb 2024 — Aug 20242 systems

SDK Pipelines & Developer ToolingCI/CD for generated SDKs

Developer Tooling

CI/CD pipelines for automated SDK publishing and end-to-end testing across Python, TypeScript and Java, serving the PayPal and Verizon integrations.

100% endpoint coverage across all three languages.

100%
Endpoint coverage
3
Languages shipped
PlaywrightGitHub ActionspytestJUnit

Developer Portals & Sales POCs

Guided API walkthroughs, plus POCs for 6 enterprise prospects; 2 closed.

TypeScript · React

Independent

Freelance AI Engineer
Mar 2024 — Present2 projects

Self-hosted generation platformDeno Core — client

Generative AI

A multi-model generation platform on open-weight models. An intent router decides whether a request needs a larger or a smaller model, output then passes through a chain of judges that scores it and re-runs the request when the result falls short.

Two branches: text generation served on vLLM, and image generation on FLUX — the strongest open-weight image models available at the time.

2
Pipeline branches
100%
Open-weight, self-hosted
vLLMFLUXOpen-weight LLMsPython

Claude model training

Via a data vendor: grading model output on coding tasks and documenting failure modes.

RLHF · Model evaluation · Prompt engineering

Independent & Academic

Personal projects & SEECS, NUST
2021 — 20262 projects

CAD Domain AgentSolidWorks, on proprietary docs

AI Agents

A SolidWorks knowledge agent grounded on a practising engineer’s own documentation and tutorials, so it answers modelling questions general-purpose models get wrong.

Built as a standing reference for teaching CAD to new engineers, answering from their own material rather than generic advice.

SolidWorksRetrievalLLM agents

AugmentizePhone scan to embeddable 3D product

3D · Computer Vision

A complete pipeline for e-commerce vendors, not just a model generator. Scan a physical item with a phone, and the platform returns a web ready 3D model, generates plug-in code you can paste straight into a storefront from either the app or the portal, and reports engagement analytics on how shoppers interact with it.

Underneath, the Meshroom photogrammetry pipeline rebuilt into modular RabbitMQ nodes that scale independently, with Draco compression on the output.

Model size cut by 90%, and judged 3rd best Final Year Project at SEECS Open House 2025.

90%
Model size cut
3rd
SEECS Open House
FastAPIMeshroomRabbitMQMinIODockerReactReact Native

Earlier

Internships & open source, during the degree
2022 — 20233 roles

Open Source Developer, TUKL-NUST R&D Center

Built Typst-Gide, a GUI library implementing all 46 Material 3 components with a Jetpack Compose-style layout system.

Jun 2023 — Aug 2023

Software Engineering Intern, Al-Basirr Technologies

Cross-platform real-time collaboration app (Flutter, Node.js, LiveKit) with video, audio and screen sharing.

Jun 2023 — Jul 2023

Software Engineering Intern, PaakHealth

Authored requirements for a pharmacy healthcare platform.

Sep 2022 — Dec 2022

Tools I reach for.

Languages

PyPython
TSTypeScript
JvJava
RsRust
GoGo
SQSQL

AI & Automation

LgLangGraph
AiVercel AI SDK
OaOpenAI
RgRAG
TcTool calling
vLvLLM
FxFLUX
n8n8n
MkMake

Backend

FaFastAPI
DjDjango
SbSpring Boot
FyFastify
ExExpress
FlFlask

Data & Messaging

PgPostgreSQL
MoMongoDB
MyMySQL
SuSupabase
RqRabbitMQ
NJNATS JetStream

Infrastructure

DkDocker
K8Kubernetes
AwAWS EKS / App Runner
GhGitHub Actions
GcGCP

Frontend

ReReact
NxNext.js
RnReact Native
FlFlutter

Degrees, awards, and open source.

Let's talk.

Email is the fastest way to reach me, and I read everything. LinkedIn works too.

adeelahmedqureshi02@gmail.com