AHMAD MAKKI AI/ML ENGINEER
Architecting intelligent systems. Specializing in Computer Vision, NLP, LLM Apps, and MLOps infrastructure.
Lahore District, Punjab, Pakistan
SYSTEM INFO / ABOUT
I am an AI/ML Engineer and Data Scientist with an MS in Data Science from PUCIT and an Electrical Engineering degree from UET Lahore. I specialize in Python, SQL, Machine Learning, Deep Learning, NLP, Computer Vision, and Generative AI.
On the engineering side, I leverage Docker, Kubernetes, DevOps, and Cloud technologies to deploy and scale robust models. My experience at Scraperrs, Machine Learning 1 Limited, and Descon includes predictive modeling, NLP, computer vision, and ML deployment. My passion is building practical, reliable, and scalable AI solutions that solve real-world problems.
TECHNICAL ARSENAL
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AI / ML / CV
MLOps & Deployment
Core Stack & Tools
LANGUAGES & LIBRARIES
- Python, Pandas, NumPy, Scikit-learn
- NLTK, SpaCy, Matplotlib, Seaborn
- LLMs (GPT-3.5/4, Cohere, MistralAi, LLAMA3)
TOOLS & TECHNOLOGIES
- VS Code, Jupyter Notebook, Google CoLab
- Git, GitHub, Linux
- n8n, Streamlit, FastAPI
MISSION LOG
// WORK_EXPERIENCE
AI/ML Engineer
Scraperrs Lab · Full-time
Lahore, Punjab, Pakistan · On-site
- Engineered end-to-end computer vision solutions (YOLO, Roboflow) for real-time object detection in client projects.
- Built and deployed high-performance FastAPI inference services, containerized with Docker for scalable production use.
- Led client coordination and project reporting, translating technical performance into business value and aligning with requirements.
- Architected an automated n8n workflow for an Agentic AI system, streamlining data pipelines and model operations.
- Developed intelligent conversational chatbots integrating OpenAI Whisper, LLMs, and in-context learning for multimodal interactions.
Data Science Bootcamp Trainee
Machine Learning 1 Limited · Internship
On-site
- Developed and implemented predictive ML models using Scikit-learn, Pandas, and NumPy in a fast-paced bootcamp environment.
- Executed end-to-end data preprocessing for supervised and unsupervised learning, including cleaning, feature extraction, and normalization.
AI Trainee
Descon · Full-time
On-site
- Completed intensive training in ML, NLP, and Generative AI, focusing on transformers, prompt engineering, and fine-tuning.
- Gained hands-on experience with MLOps by containerizing and orchestrating models with "Docker Mastery: with Kubernetes."
DEPLOYED PROTOCOLS
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Real-time CV Inference API
Deployed YOLOv8 models via a robust FastAPI backend, containerized with Docker. This API serves real-time object detection and segmentation, forming the core for multiple client-facing applications.
Smart Conversational Agent for Mental Health
Developed a multi-faceted conversational agent using rule-based (TF-IDF), retrieval-based (CNN, LSTM), and generative (GPT-3.5, MistralAi) models to provide empathetic mental health support.
Deployment of RAG-based PDF Query System
Built and deployed a RAG system for PDF querying via a Streamlit interface. The application was containerized with Docker, pushed to Docker Hub, and deployed on a server for robust access.
K8s Model Orchestration
Orchestrated an ML model deployment using Minikube, demonstrating NodePort/LoadBalancer access. Engineered replica scaling (1-5 pods) and implemented autoscaling based on CPU saturation tests.
AI PLAYGROUND
Live In-Browser Neural Networks
Models run locally via TensorFlow.js. No server calls, no data leaves your device.
Object Detection
COCO-SSD model detects everyday objects in real-time from your webcam feed.
Pose Estimation
MoveNet estimates your body keypoints and draws a live skeleton overlay.
Person Segmentation
BodyPix segments you from the background and highlights the person region.
AI RESUME & JD MATCH ANALYZER
Paste a Job Description and your Resume – let my AI estimate the fit.
This uses the same Gemini model I integrate into client projects. Processing via API only.
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KNOWLEDGE BASE
Master of Science - MS, Data Science
University of the Punjab (PUCIT)
Sep 2023 - July 2025 (CGPA: 3.5)
Focus: Machine Learning, NLP, Computer Vision, MLOps.
B.Sc, Electrical Engineering
University of Engineering and Technology, Lahore
Graduated
Foundation in mathematics, signal processing, and hardware logic.
LICENSES & UPGRADES
// CONTINUOUS_IMPROVEMENT
Docker Mastery: with Kubernetes + Swarm
Udemy (Bret Fisher) · Issued Jan 2025
Generative AI with Large Language Models
DeepLearning.AI (Coursera)
NLP with Classification and Vector Spaces
DeepLearning.AI (Coursera)
Deep Learning Specialization
DeepLearning.AI (Coursera)
Prompt Engineering by DeepLearning.Ai
DeepLearning.AI (Coursera)
LangChain Chat with Your Data
DeepLearning.AI (Coursera)
Python for Data Science, AI & Development
IBM (Coursera)
SQL Skills Certification
HackerRank
Python Skills Certification
HackerRank
DATA LOGS / THOUGHTS
// RECENT_ACTIVITY
The Real Skill in 2026: Prompt Thinking
"Everyone’s talking about “prompt engineering.” But here’s the truth: it’s not about how fancy your prompt looks, it’s about how clearly you think before you write it..."
n8n: The Automation Tool Every Industry Needs
"Most people think automation means coding or expensive software. But n8n changes that. It lets you connect your tools... and make them work together automatically. No coding."
SYNC SCHEDULE
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ESTABLISH UPLINK
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My inbox is always open. Whether you have a question or just want to say hi, I'll try my best to get back to you!
