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Daniyal Mahmood

@daniyalmahmood

I build predictive analytics, dashboards, and agentic RAG systems for finance and retail decisions.

I build predictive analytics, reporting, and AI solutions for finance and retail decision-making. At Systems Limited, I oversee 30+ dashboards and reports supporting the KnitWell Group across thousands of retail stores in the USA.

I design analytical reports that evaluate brand performance, total sales, and budget utilization. Previously at Faysal Bank, I created an internal audit dashboard that flagged 25% of erroneous credit card activation cases and automated nationwide audit tracking.

At Techlogix, I deployed machine-learning compliance detection modules for banking clients and integrated predictive analytics into OFSAA FCCM. I have also delivered Power BI consulting for international clients, including sales analysis for Metso Industries in Finland.

I'm pursuing a master's in Data Science and developing an agentic self-corrective RAG framework for grounded Shariah-compliant finance Q&A using LangGraph and ChromaDB. My work also includes TensorFlow GANs for restoring degraded historical documents.

Experience

Work history, roles, and key accomplishments

Current

Consultant Data Analytics & Reporting

Current

Systems Limited

Jul 2025 - Present (1 year 2 months)

Oversee 30+ dashboards and reports for the KnitWell Group for decision support across thousands of retail stores in the USA. Design and develop custom analytical reports to evaluate brand performance, total sales and budget utilization.

Data Analysis Dashboarding Reporting SQL Power BI Qlik Sense

Oracle Consultant

Techlogix Pvt Limited

May 2024 - Jul 2025 (1 year 2 months)

Deployed Machine Learning based compliance detection modules for banking clients. Collaborated with multiple stakeholders to integrate predictive analytics in OFSAA FCCM.

Machine Learning Predictive Analytics Oracle OFSAA Compliance Stakeholder Management

Power BI Consultant

Fiverr

Jul 2023 - Nov 2024 (1 year 4 months)

Improved sales performance of Metso Industries (Finland) by analyzing seasonal patterns, year-on-year figures and product categories. Provided live consultancy through remote sessions to multiple international clients. Performed stock market analysis to track movement of stocks within standard deviation.

Power BI Data Analysis Sales Analysis Stock Market Analysis Remote Consulting

Data Analyst

Faysal Bank Limited

May 2022 - May 2024 (2 years)

Created an internal audit dashboard that flagged 25% of erroneous credit card activation cases. Automated nationwide audit tracking to assess risk, score and knowledge base in branches. Developed multiple dashboards using Qlik Sense, Qlik View, SQL & Power BI for analysis.

Data Analysis Dashboarding Qlik Sense Qlikview SQL Power BI Audit Automation

Education

Degrees, certifications, and relevant coursework

NED University of Engineering & Technology

Master's in Data Science, Data Science

2026 -

Grade: 3.98/4.0

Pursuing a Master's in Data Science with a focus on Generative AI and Data Science. Thesis on an Agentic RAG based framework for grounded finance QnA.

Datatalks Club

LLM Zoom Camp 2026, Large Language Models

2026 - 2026

Completed the LLM Zoom Camp 2026.

NED University of Engineering & Technology

Bachelor's in Computer Science & Information Technology, Computer Science & Information Technology

2018 - 2022

Grade: 3.8/4.0

Bachelor's in Computer Science & Information Technology with a CGPA of 3.8/4.0 and Bronze Medalist. Coursework included Statistics, Calculus, Artificial Intelligence, Data Warehousing, and Linear Algebra.