Sanaa A.
LLM trainer- Advanced Mathematics
Experience
Aug 2025 - Present
3 monthsAdvanced Mathematics LLM Trainer & Research Analyst
Turing Enterprises Inc
- Designed and refined advanced mathematical problems, solutions, and proofs using LaTeX, ensuring accuracy across pure and applied mathematics
- Crafted, tested, and refined high-quality prompts to guide AI in generating accurate mathematical reasoning and proofs
- Evaluated and provided rigorous feedback on AI-generated outputs to ensure accuracy, clarity, and academic relevance
- Wrote, edited, and formatted mathematical manuscripts and technical reports using LaTeX
- Collaborated with interdisciplinary global teams of AI developers and researchers to improve model quality
Oct 2022 - Present
3 years 1 monthClinical Data Scientist (Part-time)
Continuum Research Center
- Optimized clinical data workflows by gathering, cleaning, and integrating data from multiple sources, enabling comprehensive analysis for improved decision-making
- Developed predictive models using machine learning and statistical techniques, enhancing the accuracy of clinical outcome forecasting and supporting evidence-based decision-making
- Designed clinical studies and developed protocols, incorporating advanced data visualization to effectively communicate findings to diverse stakeholders
- Prepared detailed reports and presentations, translating complex clinical data into actionable insights for researchers, clinicians, and decision-makers
- Fostered cross-functional collaboration by working closely with clinical teams, biostatisticians, and data managers, ensuring the successful execution of clinical studies and adherence to research standards
Mar 2012 - Present
13 years 8 monthsLecturer
University of Wah
- Played a key role in enhancing student learning through innovative teaching methodologies, curriculum development, and mentorship, fostering critical thinking and career growth
- Developed high-impact learning content in Algebra and Analysis, incorporating innovative teaching methodologies and diverse learning modalities to improve student engagement and comprehension
- Contributed to the departmental curriculum revision committee, aligning undergraduate courses with HEC standards, ensuring a modern and research-driven educational framework
- Provided mentorship and academic advising, fostering critical thinking, problem-solving abilities, and career exploration, helping students excel academically and professionally
- Coordinated with research teams, leading to meaningful contributions in mathematical and computational research, strengthening the university's academic reputation
- Actively participated in training programs and professional development opportunities, staying updated with cutting-edge advancements in education and research to enhance institutional excellence
Summary
Proficient in algebraic structures, machine learning applications, and computational modelling using Python and LaTeX. Design and refine advanced mathematical problems and proofs using LaTeX, providing expert feedback on AI-generated solutions and collaborating with researchers to improve model performance and dataset quality. Skilled in collaborating with faculty and academic stakeholders to enhance learning experiences and community engagement. Determined to support creativity in mathematics and data science through continuous professional development and interdisciplinary cooperation.
Languages
English
AdvancedEducation
Quaid-i-Azam University
M. Phil · Mathematics · Islamabad, Pakistan
International Islamic University
Ph. D · Mathematics · Islamabad, Pakistan
University of Wah
M. Sc · Mathematics · Wah, Pakistan
Certifications & licenses
English For Common Interactions In The Workplace: Basic Level
Coursera, authorized by Pontificia Universidad Católica de Chile
Machine Learning Basics
Coursera, authorized by Sungkyunkwan University
NVIDIA: Fundamentals Of Machine Learning
Coursera, authorized by Whizlabs
Machine Learning With Python
Coursera, authorized by IBM
Python For Genomic Data Science
Coursera, authorized by Johns Hopkins University
Python For Data Science And Ai
Coursera, authorized by IBM
Machine Learning Algorithms
Great Learning Academy
Good Clinical Practice
NIDA Clinical Trials Network
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