✦ Open to Opportunities
Ahmad Nazir
ML Engineer
Building production-grade AI systems — from LSTM forecasting pipelines to LLM-powered applications.
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Who I Am
CS Student at FAST-NUCES
I'm an ML Engineer and Computer Science student at FAST-NUCES, Lahore — specializing in Applied AI & MLOps. I design and ship production-grade AI systems end-to-end.
From data engineering and model training to REST API deployment and MLOps infrastructure — I'm proficient across the full stack. I care about measurable outcomes, not just working demos.
Currently seeking an internship where strong technical execution and real-world AI impact matter.
4+
Production Projects
90%+
Model Accuracy
<1s
Inference Speed
3
Live Deployments
Technical Stack
What I Work With
Machine Learning
Classical ML
Scikit-learn, XGBoost, SMOTE — classification, regression, and forecasting pipelines
Deep Learning
Neural Networks
TensorFlow & Keras — LSTM, CNN-LSTM, GRU, RNN for time-series and pattern recognition
AI / LLMs
LLM Engineering
Prompt engineering, few-shot & chain-of-thought, Gemini API, full LLM application integration
Data Engineering
Data Analysis
Pandas, NumPy, Matplotlib — feature engineering, data wrangling, exploratory analysis
MLOps & DevOps
Production ML
DVC, Weights & Biases, Docker, Git, Linux — reproducible end-to-end pipelines
APIs & Backend
Deployment
FastAPI (async REST), Streamlit, full-stack AI app deployment — Python, SQL, C++
What I've Built
Featured Projects
⚡ Deep Learning
Industrial Power Optimizer
Benchmarked LSTM, CNN-LSTM, and GRU architectures for industrial power-consumption forecasting. Real-time inference pipeline returning predictions in under 1 second from live sensor data. Full MLOps with DVC + W&B for reproducibility.
PythonTensorFlowLSTMCNN-LSTMGRUDVCW&B
✦ LLM App
Nazar AI
Production AI assistant on Google Gemini with a decoupled FastAPI backend and Streamlit frontend for independent scaling. Applied few-shot examples, chain-of-thought prompting, and context injection for measurably improved task-specific accuracy.
PythonGemini APIFastAPIStreamlitPrompt Eng.
🔮 Dev Tool
Velox — LLM Dev-Automation
LLM-powered tool that auto-generates scripts for repetitive development workflows, reducing manual effort through intelligent code synthesis. Modular dynamic prompt templates that adapt across project types without reconfiguration.
PythonLLM IntegrationPrompt Eng.
📈 ML
Customer Churn Prediction
Classification model achieving 90%+ accuracy through behavioural and transactional feature engineering from raw customer data. Resolved class imbalance with SMOTE; evaluated across Precision, Recall, F1, and ROC-AUC for production-grade reliability.
PythonScikit-learnXGBoostPandasSMOTE
Background
Experience & Education
Partnerships Deputy
SOFTEC, FAST-NUCES
Jan 2025 – Present
Lead corporate outreach and end-to-end sponsor negotiations for one of Pakistan's largest student-run tech events — from first contact through agreement signing to delivery.
Marketing Officer
SOFTEC, FAST-NUCES
Jan 2024 – Dec 2024
Planned and executed digital and on-campus campaigns that increased event visibility and participant engagement across channels.
BS Computer Science — Applied AI & MLOps
FAST-NUCES, Lahore
Aug 2024 – Expected Jun 2028
Relevant coursework: Machine Learning, Deep Learning, Database Systems, Data Structures & Algorithms, Operating Systems.
Let's Connect
Get In Touch
I'm actively seeking internship opportunities in ML/AI. Open to collaborations, projects, and conversations.