Adeel Ahmed

Data Science Student (or Graduate Student)

About

I am a Data Science graduate student focused on time-series forecasting, machine learning systems, and applied data analysis.Recently, I built and deployed a time-series forecasting web app that works with both uploaded datasets and live financial data (Yahoo Finance). The system automatically detects columns, compares multiple models (Naive, Moving Average, ARIMA, Random Forest, XGBoost), and selects the best model based on performance. It also generates forecasts, trend insights, and risk alerts.My current research focuses on improving transformer-based forecasting models using feature reconstruction techniques such as Wavelet transforms, SSA, and STL.I have hands-on experience with Python (Pandas, NumPy, Scikit-learn, PyTorch) and enjoy working on problems where data is used to build practical systems and support decision-making.I am currently looking for opportunities in Data Science, Machine Learning, or Data Analytics.

Country

Russia

City

Moscow

Industry

Computer Software

Skill

Real-time Data, Evaluation Methodologies, Streams, Random Forest, Data Processing, Model Predictive Control, SciPy, Claims Auditing, Data-driven Decision Making, Market Risk Analysis, Conducting Workshops, Automated Feature Engineering, Data Pipelines, Urdu, Scikit-Learn, Deep Learning, Generative AI, Mathematical Modeling, Economics Education, Prediction

Experience

Data Science Student (or Graduate Student)

Higher School of Economics

2024-9 - Present · 2 yrs 1 mo

Moscow

• Working on time-series forecasting using machine learning and transformer-based models • Applying Python (pandas, NumPy, scikit-learn) for data analysis and predictive modeling • Exploring feature reconstruction techniques (Wavelet, SSA, STL) to improve model performance • Analyzing datasets to identify patterns, trends, and actionable insights

Teaching Assistant – Mathematics

Aror University Of Art, Architecture, Design & Heritage Rohri

2024-1 - 2024-8 · 8 mos

Pakistan

• Assisted in teaching advanced mathematical concepts and problem-solving techniques • Conducted sessions using Python and MATLAB for computational modeling • Helped students develop analytical and data-driven thinking skills

Education

Sukkur IBA University

Applied Mathematics

2018-8 - 2024-5 · 5 yrs 10 mos

Bachelor’s degree in Mathematics with a strong foundation in linear algebra, calculus, differential equations, and numerical methods. Developed strong analytical and problem-solving skills through coursework and academic projects. Gained experience in applying mathematical concepts to computational problems using Python and MATLAB. Built a solid base for advanced studies in data science, machine learning, and statistical modeling.