Open to opportunities

Mubashara Siddique

@mubasharasiddique

Machine Learning Engineer focused on deep learning, NLP, and production RAG/LLM systems—building deployable AI pipelines.

Pakistan

Message

What I'm looking for

I’m looking for a role where I can build and deploy production-grade ML—especially NLP/CV and LLM/RAG systems—with strong engineering standards, mentorship, and real collaboration between research and product.

I’m an AI/ML engineer specializing in deep learning for computer vision, NLP, and production-grade ML pipelines. I’m currently pursuing an MS in Artificial Intelligence at NUST, with a BS CGPA of 3.97/4.00 and a strong research-driven mindset.

I build end-to-end solutions that combine Retrieval-Augmented Generation (RAG) and LLM integration for real-world applications. My work includes Retrieval systems using LangChain with FAISS/ChromaDB, prompt engineering, and production integration with OpenAI API and HuggingFace models.

I also focus on explainability and robustness in ML. I use SHAP and feature-importance approaches for interpretability, and I address data imbalance using SMOTE/class weighting—applied across projects like IoT intrusion detection, recommendation-related modeling, and medical NLP tasks.

Across internships and academic roles, I’ve deployed ML-powered features (including an NLP classification workflow and an RAG prototype), taught ML fundamentals as a Teaching Assistant, and supported IT operations. I’m motivated by teams that value strong fundamentals, experimentation, and deployment-quality outcomes.

Experience

Work history, roles, and key accomplishments

IT / Operations Intern

Albarka Bank

Jun 2025 - Sep 2025 (3 months)

Supported branch operations including account opening procedures, customer KYC document verification, and maintaining accurate records. Assisted with end-of-day reconciliation and IT desk tasks such as system troubleshooting, printer maintenance, and digitising customer files.

KYC Banking Operations Compliance Customer Service IT troubleshooting Printer Maintenance

Machine Learning Engineer Intern

NerdWare Tech

Jun 2024 - Aug 2024 (2 months)

Deployed ML-powered features into client web applications. Built and fine-tuned NLP text classification pipelines and developed a RAG prototype using LangChain and FAISS.

Python scikit learn NLP RAG Lang Chain Faiss Streamlit OpenAI API

IT Intern

Superior Postgraduate College

Jun 2023 - Sep 2023 (3 months)

Provided IT support including hardware troubleshooting, network configuration, and lab software environment maintenance. Automated administrative reporting tasks using Python scripts and supported digital literacy training.

hardware troubleshooting Python Maintenance IT Support

Teaching Assistant

KFUEIT

Conducted lab sessions and mentored students on Python, algorithms, and ML fundamentals.

Python Algorithms Machine Learning

Education

Degrees, certifications, and relevant coursework

National University of Sciences and Technology (NUST)

Master of Science (Artificial Intelligence), Artificial Intelligence

Currently pursuing an MS in Artificial Intelligence at NUST. Specializes in deep learning for computer vision and NLP, including RAG/LLM integration.

Khwaja Fareed University of Engineering and Information Technology (KFUEIT)

Bachelor of Science (Information Technology), Information Technology

Grade: 3.97 / 4.00 CGPA

Earned a BS in Information Technology from KFUEIT with a CGPA of 3.97/4.00 as of Jan 2025. Built a strong foundation in AI/ML techniques and applied deep learning concepts.