6th-semester Business Data Analytics student at COMSATS University Islamabad. I build and analyze things — from ARIMA stock forecasts to financial ratio models to small management systems — and I'm currently researching which data & AI skills are actually in demand right now.
I'm developing my skills in Python, C++, SQL (MySQL & Oracle) and statistical/data analysis through coursework and hands-on group projects — everything from time-series forecasting to financial statement analysis to small full applications. I'm also building my presentation and negotiation skills, and I'm actively exploring in-demand tools and technologies in data and AI. Looking for an internship where I can apply what I've learned to real business problems.
End-to-end time series project forecasting Walmart's stock price using an ARIMA model. Pulled 5 years of daily price data via yfinance, tested for stationarity with the Augmented Dickey-Fuller test, identified model order with ACF/PACF plots and auto_arima, then validated with an 80/20 train-test split and residual diagnostics before producing a 30-day forecast with confidence intervals.
Process: Data collection → visualization & trend/volatility analysis → ADF stationarity testing → differencing → ACF/PACF-driven order selection cross-checked against auto_arima → model estimation → Ljung-Box residual diagnostics → forecasting → evaluation with RMSE / MAE / MAPE.
Finding: The series was non-stationary in levels; first-differencing achieved stationarity (p ≈ 0). Manual ACF/PACF inspection and auto_arima converged on a consistent model order, and the fitted model was used to project a 30-day forward price path with confidence bands.
Group project with Noor-ul-Ain, BDA coursework.
Comprehensive 3-year financial analysis of Unilever Pakistan (2022–2024) benchmarked against Colgate: liquidity, leverage, coverage, activity and profitability ratios, plus vertical/horizontal common-size analysis of the balance sheet and income statement, and a risk-return analysis of the stock's daily performance.
Key findings: Current ratio recovered from 0.41 to 1.44 (2023→2024), debt-to-equity improved from 1.77 to 1.06 since 2022, but gross margin slipped from 42.8% to 38.5% and net margin fell to 20.7% mainly due to a 665% jump in tax expense. Delivered strategic recommendations on tax planning, working capital and cost management.
Group project, COMSATS Business Finance course, Dec 2025.
Designed a full requirements and data model for a gym management platform: member registration, membership plans & payments, class scheduling, trainer/staff management, equipment tracking and reporting — built around a 7-entity relational data model in Oracle.
Led the group as Team Head: managed the project end-to-end, resolved SQL queries, and presented and compiled the final report — covering stakeholder analysis (6 stakeholder groups), functional/non-functional requirements, and a normalized data model (Members, Plans, Trainers, Classes, Payments, Attendance, Equipment).
Mar–May 2025.
Desktop coffee-shop management app built with Python and Tkinter using object-oriented design: menu & ordering, customer records, a review system, and an electric bill module — with a full GUI built from custom frames and dialogs.
Worked as backend coder in a 5-person group, structuring the system around Coffee, Menu, Order, Customer, ReviewSystem and ElectricBill classes, then wiring them to a multi-panel Tkinter interface.
Sep–Dec 2024.
Full go-to-market report for a fictional premium organic cookie brand: product range, ingredient positioning, packaging, target segments, competitive comparison, pricing/margin breakdown (~47–52% margins) and growth strategy across D2C, subscriptions and corporate gifting.
Built the pricing and profitability model and the competitive comparison against conventional brands as part of a 3-person entrepreneurship assignment.
A comprehensive policy research report on Pakistan's 18th Constitutional Amendment (2010) — tracing its historical roots, the devolution of 47 subjects to the provinces, the 7th NFC fiscal award, restructured judicial appointments, and the implementation gaps that followed, closing with policy recommendations for provincial capacity-building.
Six-person group project covering historical background, key constitutional provisions, fiscal federalism, institutional restructuring, and a comparative look at federalism in India and Nepal. Contributed to the research, structuring and writing of the report.
Spring 2024–2025, COMSATS University Islamabad.