A data scientist with a track record of analyzing and optimizing business processes to deliver impact. I have co-founded a travel startup where I lead cross-functional teams and orchestrated numerous successful trips across Europe and Asia. I am passionate about assisting small businesses through a blend of data science and marketing skills. Currently pursuing a Master's in data science, I am interested in both internship and data science opportunities to further refine my expertise and build strong foundational skills that compliment my diverse experience.
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Ai ConsultantFirefly AiNew York, Ny, Us -
Data AnalystGreenskies Analytics Oct 2024 - PresentUnited States• Developing custom Large Language Models (LLMs) tailored to meet specific client needs, driving innovative AI solutions and enhancing business capabilities.• Analyzing and interpreting complex datasets to support strategic business decisions, utilizing advanced data visualization tools like Power BI and Tableau.• Conducting cutting-edge research on machine learning (ML) and natural language processing (NLP) to drive innovation and improve the company’s data strategies.• Collaborating closely with leadership transforming data insights into actionable recommendations, leading to improved decision-making processes.• Streamlining data analysis workflows improving reporting accuracy and timeliness while ensuring KPIs and metrics are aligned with business goals. -
Data AnalystNational Refinery Limited Feb 2020 - Jun 2022Karāchi, Sindh, Pakistan● Developed and maintained risk models using Python and SQL, identifying potential operational risksand enhancing decision-making so that we were able to minimize operational threat to the equipmentby 14%.● Extracted and integrated large datasets from multiple sources to provide real-time insights andgenerate automated reports for senior leadership for the first time so that they could take moreinformed decisions reducing the time to create manual reports to a click● Created automated dashboards and reports using Power BI and Tableau, enabling clear visibility ofkey metrics such as production time and quantity and risk indicators like overtime for machine andworkforce.● Led the data analysis efforts that improved risk mitigation strategies, resulting in a 12% reduction inoperational risks. -
Chief Operating Officer And Co-FounderNomads Adventure Services Jun 2016 - Jun 2022Karāchi, Sindh, Pakistan• Co-founded a travel start-up that grew from a university club to generating up to $500K+ yearly revenue.• Lead cross-functional teams, partnered with businesses (transport, lodging, restaurants) and orchestrated ~200/yr successful trips across Europe and Asia.• Designed website and UI/UX displaying travel products to clients (www.nastours.pk)• Implemented comprehensive marketing strategies including client outreach, competitor analysis, A/B Testing, and utilization of diverse channels such as Social Media platforms, Loyalty programs, e-mail subscriptions, and cold-calls.
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Business AnalystArtistic Fabric Mills Oct 2018 - Feb 2020Karachi• Led a pioneering team of 5 business analysts in overhauling a legacy manufacturing process using methodologies like Kaizen and Kanban, resulting in improved efficiency and productivity.• Optimized weekly production of 25,000 units, 8 different denim products, for renowned clients like GAP, Target, Walmart, Levi’s, GUESS, and Wrangler.• Reduced downtime by 44% through strategic raw material inventory management and optimized production sequencing to increase yearly revenue from $15.2M to $23M over 2 years(current revenue is $44M as of 2023)● Applied statistical modeling and risk analysis to optimize production and mitigate operational risks,resulting in a 10% increase in efficiency.● Developed workflows and user guides to enhance data processing and decision-making forcross-functional teams -
InternOrient Energy Systems Pvt. Ltd. May 2017 - Jun 2017Karachi• Identified and analyzed business processes to find areas for improvement. This included understanding the current state of the process, identifying bottlenecks and inefficiencies, and developing recommendations for change.• Implemented and managed change to improve business processes. This included developing a plan for change, communicating the plan to stakeholders, and managing the implementation process to ensure a smooth transition
Farooq Umer Education Details
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Data Science -
Chemical Engineering
Frequently Asked Questions about Farooq Umer
What company does Farooq Umer work for?
Farooq Umer works for Firefly Ai
What is Farooq Umer's role at the current company?
Farooq Umer's current role is AI Consultant.
What schools did Farooq Umer attend?
Farooq Umer attended University Of Alabama At Birmingham, Ned University Of Engineering And Technology.
Who are Farooq Umer's colleagues?
Farooq Umer's colleagues are Juan Simón Crespo, Juan Simón Crespo Tamayo.
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Farooq Umer
Sr. Business Analyst / Module Leader At Cma Systems A Joint Venture Of Ibm And Cma CgmUnited Arab Emirates -
Farooq Umer
Design Specialist For Scroll-Stopping Performance Creatives • Helping Businesses Convert Traffic → Paying ClientsKarāchi -
Farooq Umer
Qaqc Manager (S&T) | 20 Years Experience Signalling And Telecommunication System Quality Engineer In Railway | Iso Lead Auditor 9001:2015| Six Sigma | Tqm | Iosh | Osha |Saudi Aramco Approved Sap 70010334Eastern, Saudi Arabia2hotmail.com, thalesgroup.com -
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