Open to AI/ML Engineer roles — Full-time & Freelance

Hi, I'm Ahmed Iqbal

AI Engineer · LLM, Agentic AI & RAG Systems

I design and ship production-grade AI applications — autonomous agents, RAG pipelines, and LLM-powered products that solve real problems in healthcare, education, and research. I turn cutting-edge models into reliable, deployable systems using LangChain, LangGraph, Python, and FastAPI.

View My Work View Resume
3.93
CGPA / 4.0
10+
AI Projects Shipped
5
Pro Certifications
LLM
Agentic · RAG
Ahmed Iqbal
About Me

Building Intelligent Systems That Ship

From research papers to production agents — how I turn modern AI into products people actually use

I'm Ahmed Iqbal, an AI Engineer focused on Large Language Models, Agentic AI, and Retrieval-Augmented Generation. I recently completed my B.S. in Software Engineering (CGPA 3.93/4.0) and now build end-to-end AI systems that move beyond demos into real, deployable products.

What I do: I architect and ship LLM-powered applications — autonomous agents with human-in-the-loop control, RAG pipelines grounded in private data to eliminate hallucinations, and clinical and educational tools used in real workflows. My stack centers on Python, LangChain, LangGraph, FastAPI, vector databases, and modern model APIs (OpenAI, Groq, Gemini).

Proven impact: As a freelance AI Engineer I've delivered production systems for paying clients across healthcare, sports, and e-commerce. During my data science internship at Cognifyz Technologies I improved model accuracy from 87% to 92% through better feature engineering and evaluation, and a RAG system I built cut lecture-revision time for users by roughly 50%.

What I'm after: AI-first teams building agentic and LLM-driven products. I care about correctness, grounding, and getting models into users' hands — not just notebooks.

Agentic
LangGraph Agents & RAG
10+
AI Projects Shipped
3.93
CGPA / 4.0 · SE Graduate
5
IBM · Google · Stanford Certs
My Expertise

Skills & Technologies

The tools and techniques I use to design, build, and ship production AI systems

Generative & Agentic AI
  • Large Language Models (LLMs)
  • Agentic AI & Autonomous Agents
  • LangChain & LangGraph Orchestration
  • Human-in-the-Loop Workflows
  • Prompt Engineering
RAG & Retrieval Systems
  • Retrieval-Augmented Generation (RAG)
  • Vector Databases (ChromaDB)
  • Semantic Search & Embeddings
  • OpenAI Embeddings
  • Hallucination Reduction & Grounding
Machine Learning & NLP
  • Supervised & Unsupervised Learning
  • Natural Language Processing (NLP)
  • CNNs & Text/Image Classification
  • Scikit-learn, TensorFlow
  • Feature Engineering & Model Evaluation
Languages & Backend
  • Python · SQL
  • FastAPI & Flask APIs
  • REST API Design & Integration
  • OpenAI · Groq · Gemini APIs
  • Streamlit Application Development
Data & Infrastructure
  • PostgreSQL, MySQL, SQLite
  • MongoDB (NoSQL)
  • Hugging Face & Transformers
  • Streamlit Cloud Deployment
  • Git & Version Control
Full-Stack & Tooling
  • React & Electron.js
  • OpenCV (Computer Vision)
  • BeautifulSoup / Scrapy (Web Scraping)
  • HTML, CSS, JavaScript
  • End-to-End ML & RAG Pipelines
Technical Proficiency

Core Technical Skills

Proficiency levels in key technologies and tools

Core Languages & Backend

Python 95%
FastAPI / Flask 90%
SQL 88%
React / Electron.js 75%

Generative & Agentic AI

LangChain & LangGraph 92%
RAG Pipelines & Vector DBs 90%
LLM & Prompt Engineering 90%
Agentic AI Systems 85%

ML, NLP & Tooling

Scikit-learn & ML 90%
NLP & Text Classification 88%
TensorFlow / CNNs 80%
Git & Hugging Face 88%

Problem Solving

Breaking down complex problems into manageable solutions

Team Collaboration

Effective communication and teamwork in agile environments

Innovation

Creative approaches to data science challenges

Fast Learning

Quick adaptation to new technologies and methodologies

My Work

Featured Projects

Production AI systems — agents, RAG pipelines, and LLM-powered products built for real users and paying clients

Google Classroom AI Agent
Agentic AI

Google Classroom AI Agent

Autonomous LangGraph agent that monitors Google Classroom in real time, generates solutions to new assignments with LLMs, and submits them through Google Drive. Built a human-in-the-loop layer so users approve, reject, or regenerate any response before submission — combining full automation with reliable oversight.

LangGraph LangChain FastAPI Gemini API Groq API Google APIs
View Code
Pharma CDS System
Startup · Healthcare

Pharma Clinical Decision Support System

AI-powered clinical decision support tool (web & desktop) that analyzes patient records, lab results, and prescribed medications to generate drug-interaction, side-effect, and risk-assessment reports for pharmacists. Shipped with a centralized admin platform for pharmacy management, user monitoring, analytics, and subscription control.

LangChain Electron.js React FastAPI PostgreSQL Groq API
Startup Project
Chat with YouTube — RAG AI
RAG System

Chat with YouTube — RAG AI

RAG system that lets users ask questions about any YouTube lecture and get answers grounded strictly in the video's content — eliminating hallucinations. Built the full pipeline: video transcription, semantic search over a vector store, and LLM-based answering. Cut lecture-revision time for users by roughly 50%.

LangChain ChromaDB OpenAI Embeddings FastAPI Streamlit
Demo Walkthrough View Code
AI Research Integrity Platform
Capstone · Final Year Project

AI Research Integrity Platform

Web platform that verifies the authenticity of research papers by detecting AI-generated and human-written text, and identifying manipulated images. Combines ML models for text analysis with CNNs for image classification, plus LLM-based summarization that produces structured integrity reports.

TensorFlow CNNs Scikit-learn React Flask SQLite
In Development
MediMind AI Health Assistant
RAG · Healthcare

MediMind AI — Health Assistant

Conversational health assistant that answers user questions from trusted medical documentation. Orchestrated with LangChain and a RAG pipeline over GPT models so responses stay grounded in source material rather than the model's open-ended generation.

LangChain RAG OpenAI API Flask Python
View Code
AI Athletics Coach
Freelance · Delivered

AI Coaching Assistant for Athletes

AI coaching assistant for physical trainers that generates personalized training and recovery schedules, helping athletes balance practice and rest for optimal game-day readiness. Parses uploaded GPX run data, returns performance feedback, and serves recommendations through secure dashboards.

Python Flask LLMs GPX Processing SQL
Delivered to Client
AI Video Stabilizer & Photo Enhancer
Freelance · Computer Vision

AI Video Stabilizer & Photo Enhancer

Web-based media tool that automatically corrects shaky footage and upscales low-quality images for client media workflows. Built the computer-vision processing pipeline with OpenCV and exposed it through a clean web interface for non-technical users.

OpenCV Python Flask REST APIs
Delivered to Client
Multi-Brand Shopping Aggregator
Freelance · Web Scraping

Multi-Brand Shopping Aggregator

Automated web-scraping platform that aggregates live sales from leading apparel, footwear, and home-goods brands into a single storefront, then redirects shoppers to the source sites to complete purchases. Engineered resilient scrapers and a unified product feed.

Scrapy BeautifulSoup React REST APIs Python
Delivered to Client
Movie Recommender System
Live Demo

Movie Recommender System

Content-based recommendation engine using cosine similarity over engineered movie features to surface relevant titles in real time. Deployed as an interactive Streamlit web app backed by a full movie database.

Scikit-learn Pandas Cosine Similarity Streamlit
Live Demo Source Code
SMS/Email Spam Classifier
Live Demo · NLP

SMS / Email Spam Classifier

Binary text-classification model that flags spam with high accuracy on the benchmark test set. Built a complete NLP pipeline — tokenization, stemming, and TF-IDF vectorization — and shipped it as a live Streamlit app.

Scikit-learn NLP TF-IDF Streamlit
Live Demo Source Code
Scholarlyte Chatbot
LLM · Education

Scholarlyte — Study Assistant

LLM-powered study assistant tuned for education: students work through doubts and confusing concepts in a guided, tutor-style conversation rather than receiving generic chatbot answers. Orchestrated with LangChain and LangGraph for structured, multi-step responses.

LangChain LangGraph OpenAI API Flask
View Code
Recognition

Key Achievements

Highlighting notable accomplishments and milestones in my academic and professional journey

Academic Excellence

CGPA 3.93 / 4.0

Graduated in Software Engineering with a 3.93 CGPA, with coursework spanning AI, NLP, DBMS, algorithms, and statistics.

Model Accuracy Lift

87% → 92%

Improved ML model accuracy from 87% to 92% during my Cognifyz internship through better feature engineering, preprocessing, and evaluation.

RAG Efficiency Gain

~50% Less Revision Time

Built a RAG system over YouTube lectures that gave grounded, hallucination-free answers and cut users' revision time by roughly half.

Professional Certifications

5 Industry Credentials

Earned certifications from IBM (Data Science, Data Analyst), Google (Advanced Data Analytics), and Stanford / DeepLearning.AI (Machine Learning).

Freelance Delivery

Production Systems Shipped

Delivered live AI products to paying clients — an athlete coaching assistant, a computer-vision media enhancer, and a multi-brand shopping aggregator.

Agentic & RAG Breadth

3 Domains

Built LLM, agentic, and RAG systems spanning healthcare, education, and research — from autonomous LangGraph agents to clinical decision support.

3.93
CGPA / 4.0
+5%
Model Accuracy Gain
~50%
Revision Time Saved (RAG)
10+
AI Projects Shipped
Professional Development

Certifications & Achievements

Recognized credentials that validate my expertise in data science and AI technologies

IBM Data Science Professional Certificate

IBM via Coursera
2025

Comprehensive certification covering Python fundamentals, data structures, and libraries essential for data science and AI development.

Python Programming Data Structures APIs ML DL
Verify Certificate

Google Advanced Data Analytics

Google via Coursera
2025

Advanced certification in data manipulation, analysis, and visualization using Python libraries like Pandas, NumPy, and Matplotlib.

Pandas NumPy Data Visualization EDA
Verify Certificate

IBM Data Analyst Professional Certificate

IBM via Coursera
2025

Professional certification in data analysis, visualization, and dashboarding — covering Python, SQL, and the analytics workflow from raw data to insight.

Data Analysis Visualization SQL & Python
Verify Certificate

Databases and SQL for Data Science

IBM via Coursera
2025

Specialized certification in database management, SQL querying, and data extraction techniques for data science applications.

SQL Database Design Data Extraction
Verify Certificate

Machine Learning by Stanford & DeepLearning AI

Stanford via Coursera
2025

Foundational course in supervised machine learning algorithms, model evaluation, and fine-tuning for higher accuracy.

Supervised ML Algorithms Fine Tuning
Verify Certificate
Verify Certifications on Credly
Career Journey

Professional Experience

My professional journey in data science, AI engineering, and continuous learning

Jan 2025 – Present

Freelance AI Engineer

Independent / Client Projects • Remote

Design and ship production AI systems for clients across sports, media, and e-commerce — from LLM-powered assistants to computer-vision tools.

  • Built an AI coaching assistant that generates personalized training and recovery schedules for athletes
  • Developed a web-based AI video stabilizer and photo enhancer using OpenCV for client media workflows
  • Engineered an automated web-scraping platform aggregating live sales from multiple brands into one storefront
Python LLMs OpenCV Flask React Scrapy
Dec 2024 – Jan 2025

Junior Data Scientist Intern

Cognifyz Technologies • Remote

Worked end-to-end on real-world datasets, from data cleaning through model deployment in a web interface.

  • Performed data cleaning, preprocessing, and exploratory data analysis on real-world datasets
  • Built and evaluated ML models with scikit-learn, improving accuracy from 87% to 92%
  • Built a web interface with HTML, CSS, JavaScript, and Flask to serve model results visually
Python Scikit-learn EDA Flask Git
Nov 2024

Data Science Job Simulation

BCG X • Remote

Completed BCG X's data science simulation, solving business problems with structured datasets and analytical reasoning.

  • Completed real-world data science tasks focused on business problem-solving for BCG X
  • Applied analytical thinking to derive actionable insights from structured datasets
Data Analysis Business Insight ML Modeling
2022 – 2026

B.S. Software Engineering

CECOS University of IT & Emerging Sciences, Peshawar

Graduated with a CGPA of 3.93/4.0. Core coursework in AI, NLP, operating systems, DBMS, networks, algorithms, calculus, and statistics & probability.

AI & NLP DBMS Algorithms Networks CGPA: 3.93

Have an AI Problem Worth Solving?

I help teams turn modern AI — LLMs, agents, and RAG — into reliable products that ship. Whether it's a full-time role or a focused build, let's talk about what you're working on.

Agentic AI & RAG Systems
Production-Ready, Not Just Demos
Delivered for Real Clients
Get In Touch View Resume
Let's Connect

Get In Touch

Open to AI/ML engineer roles and freelance builds. Reach out and let's talk.

Let's Build Something Amazing

I'm always open to discussing AI/ML engineering roles, agentic and RAG projects, or interesting problems to build with LLMs. Feel free to reach out.

Email
ahmedkhanswati82@gmail.com
Phone
+92-3135641757
Location
Peshawar, Pakistan
Availability
Open for Freelance & Full-time

Send a Message