Bilal Hayat Butt
AI Consultant • ARR $1M • Nature (2025) Co-author • Offline Small-Language-Model
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About
From vibe coded prototype to client demo to customization to production deployment in 3 months. A seasoned executive with nearly two decades of distinguished experience, driving AI-centric product solutions and cross-functional team success. A strategic leader with a proven track record in customizing solutions for global markets and fostering innovation. Excelled in technical prowess across Python, SQL, and Agile methodologies, coupled with a robust background in data analytics and management.
Experience
Lead Consultant - Data Science - Love For Data
(2024-10 - 2026-06)
A cutting-edge data science consultancy specializing in advanced analytics, AI solutions, and enterprise software optimization.
- Led the implementation of a document summarization and chatbot module that retains critical user information, reducing user workload by half, leveraging offline LLMs to enhance user experience and operational efficiency.
- Improvement in Computer Vision modules, reducing false positives by 10%, through advanced algorithmic refinements and precision-focused machine learning approaches.
- A targeted risk assessment strategy that reduced high-risk user acceptance by 72%, significantly improving credit risk management through data-driven predictive modeling.
- Successfully delivery of embedded Power BI KPIs using Data Mart, optimizing data integration and visualization for strategic decision-making for a USA-based client.
- Directly reported to Chief Operating Officer (COO), driving strategic data science initiatives and operational excellence.
Product Manager II - AKSiQ
(2022-11 - 2024-09)
A dynamic technology firm delivering innovative trade intelligence and enterprise software solutions with a focus on transformative business technologies.
- Customized Trade iQ with over 80 trade indicators, positioning the company as an industry leader winning accolades.
- Doubled headcount and quadrupled product adoption, contributing to a 250% growth in company revenue.
- Implemented configurable workflow engines that increased operational efficiency by 30%.
- Enhanced feature delivery through Program-level Agile development, resulting in a 50% reduction in time-to-market.
- Crafted a trust-enhancing dashboard for C-suite management, streamlining executive decision-making.
- Collaborated closely with Chief Executive Officer (CEO) and Chief Information Officer (CIO), spearheading product innovation and technological strategy.
Visiting Faculty Member - KSBL
(2024-02 - 2024-07)
A premier business education institution providing advanced leadership and management training through innovative, industry-aligned academic programs.
- Delivered transformative Data Analytics course using project-based learning, enabling 90% of business students to successfully create impactful, engaging dashboards.
Visiting Faculty Member - Institute of Business Administration
(2023-01 - 2023-12)
A renowned, top-tier academic institution delivering world-class business and technology education with a strong emphasis on research and professional development.
- Pioneered discovery-based learning approach in MS Data Science, driving 80% active student participation through innovative teaching methodologies.
Faculty Member - DHA Suffa University
(2016-01 - 2022-11)
An emerging academic institution committed to fostering technological innovation, research excellence, and comprehensive higher education in computer sciences and engineering.
- Member of the core team that handled 5x growth in student enrollment, program offerings and faculty hirings.
- Mentored students in project management and agile methodologies, fostering a culture of innovation.
- Supported peer instructors in course management and assessment development.
- Collaborated directly with Vice Chancellor and Registrar to strategize and expand academic program offerings, driving institutional growth and academic innovation.
Doctoral Researcher - DHA Suffa University
(2020-01 - 2022-06)
Interdisciplinary research bridging computational intelligence, network science, and natural language processing.
- Mentored student teams to deliver MVPs using NLP and SNA that won awards and recognitions.
- Selected for international summer school/workshop participation, broadening academic and professional networks.
- Delivered hands-on tutorial at various virtual conferences with participants from different geographies.
- Performed graph analytics on massive datasets, enhancing data management skills.
Faculty Member - FAST-NUCES
(2013-01 - 2016-01)
A leading Pakistani technology and engineering educational institution known for producing top-tier tech professionals and fostering innovative academic environments.
- Implemented policies for capstone project evaluation that improved project feedback by 50%.
- Served as the Faculty In-charge of Public Speaking Club and Event Patron for TEDxFAST, nurturing leadership.
- Worked closely with Campus Director and Dean to enhance academic programs, curriculum development, and institutional strategic initiatives.
Software Engineer - trg | tech
(2011-03 - 2013-02)
A pioneering artificial intelligence company that transforms interpersonal interactions through advanced behavioral prediction and pattern recognition technologies.
- Managed client communication and requirement gathering, aligning projects with client needs.
- Deployed predictive models, securing a 40% increase in client revenue.
- Led data reconciliation projects, resulting in a 4x business expansion.
- Worked directly with Chief Executive Officer (CEO) and Chief Scientist, executing cutting-edge technical and business transformation projects.
Research Associate - Lahore University of Management Sciences
(2009-01 - 2009-06)
A prestigious private research university renowned for its interdisciplinary approach, cutting-edge research, and world-class academic programs across multiple disciplines.
- Contributed to innovative interdisciplinary research exploring machine learning applications in smart city solutions, focusing on energy consumption and weather data analytics.
Design Engineer - Avieon Inc USA
(2007-02 - 2008-04)
An early-stage startup exploring multimedia processing technologies, focusing on innovative video compression and decoder prototype development during the emerging digital multimedia era.
- Led a nimble team, owning end-to-end design and development.
- Collaborated on the Open Source x264 C library for CAVLC decoder prototype implementation.
- Managed documentation and daily team meetings, ensuring project success and adherence to quality standards.
- Reported to Chief Technology Officer (CTO), contributing to advanced multimedia and engineering technology development.
Software Engineer - Shams Software Services (Pvt.) Ltd
(2006-07 - 2007-03)
A software and technology services company providing comprehensive enterprise software solutions and innovative technological consulting in healthcare domain.
- Successfully developed data validation procedures and data transformation rules in SQL, ensuring data accuracy and integrity.
- Engineered a background utility using the task manager API to monitor critical processes, improving system reliability and performance monitoring.
Education
Doctor of Philosophy - Computer Science - DHA Suffa University (2016 - 2023)
MS - Computer Science - Lahore University of Management Sciences (2008-08 - 2011-01)
MS - Computer Science - Mälardalens högskola (2009-08 - 2010-08)
BS - Computer Science - National University of Computer and Emerging Sciences (2002-08 - 2006-07)
Certificate - ilm-e-deen, Islamic Studies - Al Burhan Karachi (2020-12 - 2021-07)



