Nadeem
Nadeem
Ahmad
Ahmad

I am a

Machine Learning Engineer | Full Stack AI Developer

Building High-Performance, Scalable Software Architectures

Driving Business Growth via Multi-Agent Systems & Cost-Efficient AI

NEUROWEBLAB
Nadeem Ahmad

Nadeem Ahmad

Machine Learning Engineer

Nadeem Ahmad

Best Machine Learning Engineer in Chiniot

Education : BS-Software Engineering

Institution : FAST NUCES

Current Job : Machine Learning Engineer at NeuroWebLabs

Location : Chiniot, Punjab, Pakistan

Full Stack AI Developer

  • SaaS Platforms: Designing production-ready, 3-tier platforms and SaaS utilizing Next.js, Node.js, and Supabase.
  • Autonomous Comms: Implementing webhook triggers and real-time streaming architectures with Twilio & OpenAI.
  • Production Scale: Scaling end-to-end architectures from database design to complete authentication.

Machine Learning Engineer

  • Multi-Agent Systems: Engineering autonomous agent coordination using LangGraph and advanced n8n workflows.
  • Production RAG: Building enterprise retrieval systems using vector databases and multi-stage verification.
  • LLM Consensus Research: Authoring formal work on multi-LLM consensus for software architecture generation.

Core
Competencies.

My technical arsenal is divided into specialized domains, mapping directly from core software architecture to advanced generative systems.

Generative AI & LLMs

Building the cognitive core of enterprise systems. I specialize in developing hallucination-free RAG pipelines, deploying multi-agent autonomous workflows, and fine-tuning custom LLMs for private architectures.

RAG PipelinesAgentic WorkflowsPEFT / LoRA TuningPrompt Engineering
LangChain
OpenAI
HuggingFace
Vector Search
Custom LLMs
Prompt Eng.
FastAPI
Streamlit
Jupyter Labs

Machine Learning & Vision

Architecting visual intelligence and predictive systems. From training custom GANs and SRGANs for high-fidelity image translation pipelines to real-time object detection models and statistical modeling.

Deep LearningImage SynthesisComputer VisionData Analytics
PyTorch
TensorFlow
OpenCV
YOLO
Keras
Scikit-learn
Pandas
NumPy
Plotly
Scrapy

Full Stack & SaaS Architecture

Designing zero-downtime, scalable architectures. I bridge the gap between complex ML backends and final users, constructing responsive Next.js 14 frontends and MERN stack platforms.

Next.js 14React EcosystemTransactional DBsAPI Design
Next.js 14
React
TypeScript
Tailwind CSS
GSAP Animations
Framer Motion
Redux Toolkit
Node.js
Express.js
PostgreSQL
MongoDB
Redis
Prisma ORM

Infrastructure & Deployment

Configuring robust development operations. I manage on-premise local server setups for optimal data privacy, containerized environments, and concurrent voice and webhook stream processing.

Docker / K8sOn-Premise ServersCI / CD PipelinesCloud Ops
AWS Services
Docker
Kubernetes
Nginx Server
Linux Systems
Git Versioning
Vercel Cloud
EXPERTISE

Core Services

Translating complex machine learning architectures into robust, production-grade systems. I deliver enterprise-ready AI services built for scalability, privacy, and speed.

The Cognitive Core

Generative AI

01

Engineering secure, hallucination-free AI systems. Fine-tuning custom Large Language Models and building advanced RAG pipelines to transform raw enterprise data into autonomous workflows.

Enterprise RAG Pipelines
Custom LLM Fine-Tuning
Autonomous Multi-Agents
Prompt Optimization
Visual Intelligence

Computer Vision

02

Architecting advanced computer vision systems. Training custom generative image models, implementing super-resolution techniques, and deploying real-time visual inference engines.

Custom GANs & SRGANs
Diffusion Architectures
Vision Transformers (ViT)
Real-Time Object Detection
The Rigorous Foundation

Architecture

03

Designing zero-downtime, scalable systems. Utilizing optimal data structures, clean design patterns, and fully automated QA testing pipelines to guarantee system stability.

System Design & Patterns
Algorithm Optimization
QA Automation Pipelines
Legacy Code Reengineering
The Interface

Full Stack SaaS

04

Bridging the gap between machine learning backends and final users. Building highly responsive, state-driven Next.js SaaS platforms that integrate AI features seamlessly.

High-Performance Next.js
Interactive AI UI/UX
Secure Backend APIs
Latency Optimization

Full Stack Projects

Sasta Bazar

Sasta Bazar

A full-featured e-commerce system with product catalog, cart & checkout, order processin…

AI Notes Maker

AI Notes Maker

Noted — an AI-powered lecture that processes lecture audio into structured, revision-rea…

TalentSmith AI

Intelligent Career Co-Pilot SaaS that leverages GenAI to automate resume optimization, f…

UMeLGenAI – Automated UML

A Generative AI tool that converts use case into complex UML diagrams (Class, Sequence,…

App Developer Portfolio

DevFolio — platform built specifically for mobile app developers to display their apps,…

Resume Tailor

An AI-powered resume assistant to create, upload, and analyze resumes against job descri…

AI Blog Summariser

A tool that scrapes blog posts, generates summaries and Urdu translations using the Gemi…

Portfolio Builder

Portfolio Builder

A modern portfolio creation platform featuring customizable templates, drag-and-drop edi…

EduConnect Pakistan

EduConnect Pakistan

A Educational platform connecting teachers and students in Pakistan

Course Management System

Course Management System

A Course management system where students can register for courses, view schedules, and…

Restaurant Table Booking System

Restaurant Table Booking System

Booking system for restaurants, allowing customers to reserve tables online with real-ti…

eLearning Platform

eLearning Platform

eLearning website where students can browse teacher courses, take quizzes, and view earn…

Machine Learning Projects

HR Recruitment Chatbot

HR Recruitment Chatbot

An AI chatbot that transforms recruiter workflows by answering natural language queries…

Medical Image Translation

Medical Image Translation

Production-grade MRI/CT scan translation pipeline using Pix2Pix with CBAM attention and…

Mira – Empathetic AI Chatbot

A custom Seq2Seq Transformer model built from scratch in PyTorch (no APIs)

VisionScribe

VisionScribe

Image Captioning system that bridges Computer Vision and NLP — extracting visual feature…

ESRGAN

ESRGAN

From-scratch PyTorch implementation of ESRGAN featuring RRDB blocks, Relativistic Averag…

DCGAN

DCGAN

A Deep Convolutional GAN built from scratch on CIFAR-10, implementing modern stabilizati…

Masked Autoencoder

Masked Autoencoder

From-scratch PyTorch implementation of Kaiming He's MAE paper

Medix – Medical RAG Assistant

Medix – Medical RAG Assistant

A sophisticated clinical AI that answers questions with verified citations using verifie…

LegalCheck – AI Compliance Agent

LegalCheck – AI Compliance Agent

Features a 'Smart Retrieval' RAG pipeline (Parent-Child chunks) and a ReAct-style Agent…

ChefGPT – LoRA Fine-Tuned LLM

ChefGPT – LoRA Fine-Tuned LLM

GPT-2 model fine-tuned on culinary data using LoRA adapters.Deployed with a custom Tikto…

FoodVision AI – ViT Classifier

A high-performance food recognition system achieving 83.45% accuracy across 101 categori…

DDPM – Diffusion Model from Scratch

DDPM – Diffusion Model from Scratch

A complete DDPM implementation with a lightweight 38M-parameter U-Net trained on CIFAR-1…

Traffic Sign Recognition System

Traffic Sign Recognition System

An end-to-end deep learning pipeline that classifies German traffic signs with 99.57% ac…

Flix-AI Hybrid Recommender

Flix-AI Hybrid Recommender

System that blends the accuracy of SVD with the relevance of Collaborative Filtering int…

Retail Sales Forecaster

Retail Sales Forecaster

A complete ML pipeline for weekly retail sales forecasting that achieves 92% accuracy wi…

TuneFinder AI: Genre Classification

TuneFinder AI: Genre Classification

System comparing classic models (XGBoost) with a custom CNN, proving that feature engine…

VERIFIED CREDENTIALS

Certificates

Career Essentials in Generative AI
Verified
Microsoft & LinkedInDec 2025

Career Essentials in Generative AI

Generative AIMicrosoft CopilotResponsible AIPrompting
Machine Learning Internship
Verified
ElevvoSep 2025

Machine Learning Internship

Machine LearningDeep LearningModel TrainingData Pipelines
Web Development Internship
Verified
NexiumJul - Aug 2025

Web Development Internship

Frontend DesignAI IntegrationREST APIsReact Ecosystem
GET IN TOUCH

Let's Connect

Have a project in mind or want to integrate advanced machine learning solutions into your software architecture? Drop a message below to start collaborating.

Nadeem Ahmad — Machine Learning Engineer, AI Engineer & Software Engineer in Chiniot, Pakistan

Nadeem Ahmad is a Machine Learning Engineer and Full-Stack AI Developer based in Chiniot, Punjab, Pakistan. He is recognized among the best machine learning, AI, and software engineers from Chiniot — architecting production-grade AI systems, multi-agent workflows, custom RAG pipelines, and scalable SaaS platforms at NeuroWebLabs.