I am an AI Engineer with hands-on experience working across machine learning, deep learning, NLP, computer vision, and generative AI. I work mainly on understanding problems, training and fine-tuning models, and improving their behavior over time. I have also worked on building AI agents, including domain-specific and task-oriented agents. I am comfortable handling the full AI workflow, from preparing data and training models to testing, deployment, and monitoring, with a strong focus on reliability and practical performance.

Saif-ur-Rehman

I am an AI Engineer with hands-on experience working across machine learning, deep learning, NLP, computer vision, and generative AI. I work mainly on understanding problems, training and fine-tuning models, and improving their behavior over time. I have also worked on building AI agents, including domain-specific and task-oriented agents. I am comfortable handling the full AI workflow, from preparing data and training models to testing, deployment, and monitoring, with a strong focus on reliability and practical performance.

Available to hire

I am an AI Engineer with hands-on experience working across machine learning, deep learning, NLP, computer vision, and generative AI. I work mainly on understanding problems, training and fine-tuning models, and improving their behavior over time. I have also worked on building AI agents, including domain-specific and task-oriented agents. I am comfortable handling the full AI workflow, from preparing data and training models to testing, deployment, and monitoring, with a strong focus on reliability and practical performance.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
Urdu
Advanced

Work Experience

AI Automation Project Lead at Ledan AI
February 1, 2024 - September 30, 2024
Led an AI automation project for multiple retail shops, designing and implementing end-to-end data pipelines to clean, normalize, and merge Excel/CSV transactional data across shops; built automation workflows for AI-assisted recommendations to respond to user queries; delivered real-time product suggestions and improved cross-store data consistency.
ML Engineer - LSTM Time Series Modeling at New Zealand Experimental Limited
June 1, 2025 - August 31, 2025
Developed an LSTM-based time series model trained on an Excel-based dataset with significant data quality challenges. Implemented two modeling approaches (LSTM deep learning model and a formula-based prediction model) to compare robustness. Performed feature engineering and custom preprocessing to transform messy spreadsheet data into model-ready sequences. Outcomes included two complementary prediction approaches and documented trade-offs. Also built a domain-specific QA pipeline using LLaMA 2 for structured QA.
ML Engineer - AI Production & Pipeline at Helix Capital Corp
November 1, 2025 - December 20, 2025
Investigated and resolved production issues in AI/automation pipelines (root-cause analysis, logging, and patching). Identified image outputs caused by TensorRT optimization during cloth masking; analyzed pipeline behavior and diagnosed incompatibility between TensorRT and model masking logic. Outcomes: Removed TensorRT integration and restored the original model; preserved numerical accuracy and ensured model consistency.

Education

Bachelor in Artificial Intelligence at COMSATS University Islamabad, Attock Campus
January 11, 2030 - January 1, 2026
Bachelor in Artificial Intelligence at COMSATS University Islamabad, Attock Campus
January 11, 2030 - January 1, 2026

Qualifications

Bachelor in Artificial Intelligence
January 11, 2030 - January 1, 2026

Industry Experience

Software & Internet, Computers & Electronics, Education, Professional Services, Media & Entertainment, Gaming, Other