iRepository (Institute of Business Administration)
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Post-Grad Power Moves: Insights from Industry Leaders and Entrepreneurs
No full textThe Career Development Centre at IBA Karachi organized an enriching panel talk on February 13, 2025, where our students and alumni had an amazing opportunity to engage in a discussion on Post-Grad Power Moves in collaboration with the Harvard Alumni Association. Our distinguished panelists shared invaluable insights on corporate careers and thorough knowledge regarding startup ventures. The interactive talk sparked dynamic exchanges and a Q&A session enriching our students\u27 understanding of the post-grad landscape
Enhanced Visualization Interface
No full textIn a world dominated by massive datasets, transforming intricate data into easy-to-understand visual representations is essential. The market, however, is dominated by BI tools that require a high skill cap to be effectively used to produce the required result. Moreover, there is a noticeable lack of tools that enable users new to data science, data analysis, business analysis, and business intelligence to create insightful analytical dashboards with minimal effort. ENVI intends to streamline this process by permitting users to create interactive dashboards with minimal effort. At ENVI’s core is a statistics-based algorithm that aims to implement automated BI. This will allow it to automatically create insightful visual representations for the given data set at the clicks of a few buttons, as part of a short workflow that is seamless and intuitive for even non-technically-inclined users. Atop this, the tool allows users to select from a range of data import methods, customize their charts and dashboards for any fine-tuning, as well as reflect any changes made to the source data in the relevant visualizations. ENVI caters to a variety of users, including business stakeholders seeking immediate solutions to a business problem, students embarking on their analysis and BI journey, educators requiring visual aids for academic work and individuals looking to make data driven decisions. This will enable users to utilize data driven decision making without a steep learning curve
Default Prediction System
No full textPurpose: We needed to establish a satisfactory baseline for a reliable, intelligent Default Prediction System within the financial terrain of Pakistan. It needed to be aligned with the ethical ruling & logistical patterns of Islamic Banking. It would allow major banks to assess credit effectively & efficiently Objective: We wished to create an intuitive, data-rich frontend tailored specifically for the Loan Approval Department at Meezan, along with an ML product delivering real-time default predictions. This would be coupled with a safe, scalable database aligned with Meezan\u27s data governance architecture. Contributions: The system has been thoroughly tested on past data, & it would have flagged half the defaults that happened within the past. Furthermore, the pipeline automates most of the process, thereby virtually eliminating the need for human interventio
ORTHOVISION
No full textOrthoVision is a web-based AI-powered dental diagnostic and management system developed to address the critical gaps in dental care delivery in Pakistan. The platform leverages deep learning techniques to analyze periapical dental X-rays and detect conditions such as caries, crowns, periapical lesions, and root canals. By providing AI-generated diagnostic support, it aims to assist dentists with accurate, consistent, and efficient evaluations, reducing diagnostic errors and saving time. Beyond diagnosis, OrthoVision offers a centralized digital solution for managing hospital operations. It includes role-specific portals for patients, dentists, and administrators, enabling appointment scheduling, report access, and real-time staff coordination. This improves workflow, reduces administrative burden, and ensures better continuity of care across facilities. The project contributes to the modernization of Pakistan’s dental healthcare system by offering a cost-effective, accessible, and scalable platform. With a strong focus on usability, security, and future integration of features like multilingual voice assistance etc, OrthoVision aspires to become a transformative tool in both urban and underserved healthcare environments
Opportunities in the Pakistani Local Cuisine Market for Food Solutions
No full textThrough our Experiential Learning Project (ELP) with Unilever Pakistan Limited, we had the opportunity to explore opportunities for Unilever Food Solutions (UFS) in the B2B local cuisine market. UFS has a strong presence in the Western foodservice operations but it faces challenges to penetrate in the traditional Pakistani foodservice segment. Our research focused on identifying pain points as well opportunities for product development specifically for this market.
In the first phase of our project, using pain point analysis (Holz et al., 2024), we successfully conducted primary research through chef interviews at various restaurants and areas of Karachi, supported by menu breakdowns as well as pantry assessments. Findings included traditional time-consuming cooking methods caused delays in kitchen operations. It highlighted the opportunity and need for ready to use products, that will provide convenience to chefs and retain the authentic local flavors guided by the Customer Problem-Solution fit model (Haaverstad, 2016). We developed five product concepts based on our findings.
In the phase two of our project, we analyzed the feasibility and viability of our product concepts by utilizing insights from Unilever’s product and packaging R&D team, our Line Manager, and a detailed review of the existing UFS portfolio. Three out of the five product concepts were shortlisted under Knorr and Rafhan, based on market fit and feedback from chefs.
These shortlisted products can help UFS capture high-volume markets and strengthen its long-term strategic position in Pakistan’s local desi cuisine market
HUBCO Internal Audit Transformation
No full textThis project focused on transforming the internal audit function of HUBCO, a leading energy company, by modernizing its Internal Audit Manual in line with the latest global standards and best practices. Our objective was to reposition internal audit as a strategic partner that supports governance, risk management, and value creation across the organization.
We began by conducting a detailed review of HUBCO’s existing audit framework against the global internal audit standards laid by the IIA and benchmarking it against industry leaders such as K-Electric and Engro Energy.
The project delivered a redesigned manual that integrates risk-based auditing, improved audit planning, enhanced reporting standards, and clearer audit opinion categories. We also recommended the gradual adoption of technology, including Computer-Assisted Audit Techniques (CAATs) and audit management software, to enable smarter, data-driven auditing over time.
Ultimately, this transformation strengthens HUBCO’s internal controls, supports ethical business conduct, and enhances resilience in a dynamic regulatory environment, contributing to the company’s long-term sustainability
US Education Fair
No full texthttps://ir.iba.edu.pk/career-development-center-gallery/1015/thumbnail.jp
US Education Fair
No full texthttps://ir.iba.edu.pk/career-development-center-gallery/1028/thumbnail.jp
CDC’s Inter-City Study Trip: Isl-Bagh
No full textThe IBA Career Development Center (CDC) organized a three-day Inter-City Study Trip to Islamabad and Bagh, AJ&K from April 14 to 16, 2025, providing third- and final-year students with valuable cross-sector exposure and career insights. As part of the trip, students visited Teach for Pakistan, S&P Global, and Jazz, gaining firsthand knowledge of leadership development, global finance and IT operations, and digital innovation. They also toured Systems Limited and the all-female-led Bagh Grammar School, exploring tech-driven career paths and inclusive educational models. The trip concluded with a visit to CareCloud’s head office in Bagh, a healthcare tech company creating employment in remote regions and serving as the official travel and accommodation partner. This immersive experience enabled students to connect academic learning with real-world application, enhancing their professional readiness and industry awareness.https://ir.iba.edu.pk/career-development-center-gallery/1073/thumbnail.jp