Suryam Gupta Email & Phone Number

Amherst, MA, US

Amherst, Massachusetts, United States

• Provide targeted tutoring and consultation to DACSS graduate students, assisting with Python, R, and statistical methodologies for Data Science, Quantitative Analysis, and Natural Language Processing coursework.
• Work closely with students on assignments and projects, supporting their development in data manipulation, visualization, and modeling to build their confidence and analytical skills.

Lugano, Ticino, Switzerland

• Project Title - Evaluating Psychometric Features and Contextual Embeddings of Biomedical Texts
• Extracted psychological features (emotions, intensity, LIWC metrics, contextual embeddings) from biomedical texts.
• Developed predictive models with XGBoost and multi-layer deep learning architectures to classify texts (anxiety, panic, depression) with an F1-score of 0.894, and employed Large Language Models (LLMs) for causal.

Nagpur, Maharashtra, India

• Project Title - Analyzing Amazon Reviews, Textual Metrics, and User’s Perceived Helpfulness
• Leveraged Natural Language Processing (NLP) and text pre-processing techniques to analyze 1M+ Amazon reviews for review length, breadth, readability, writing style, sentiment balance, and other engagement metrics.
• Calculated their association with the ‘Votes’ count to comprehend the features that affect the perceived helpfulness.

Ahmedabad, Gujarat, India

• Project Title - Linear and Integer Optimization
• Worked with 16 real-life optimization problems and constructed their mathematical models.
• Found their optimal solution using CBC & CPLEX solver by employing AMPL software and PuLP library of Python.

Surat, Gujarat, India

• Applied data mining, cleaning, and wrangling techniques to clean and pre-process the data.
• Performed Exploratory Data Analysis (EDA) to discover meaningful patterns and insights related to fraud detection, followed by building a loan approval prediction model using Logistic Regression with 91.92 accuracy.

• Project Title - Time Series Forecasting
• Analyzed 4 years of household power consumption data and derived inferences through EDA, graphs, and charts.
• Built a Long Short-Term Memory (LSTM) model to predict future consumption and an interactive Power BI dashboard.

Surat, Gujarat, India

• Student chapter that aims to develop and nurture scientific temperament among students:
• Organized and delivered a lecture on Python libraries; NumPy and pandas, to 100+ students.
• Organized and managed various events such as InQuest, Prakriti, BEYOND, Science Hunt, and academic workshops (Python, MATLAB) & webinars.
• Held the position of Magazine and Newsletter Editor of the club.

Master Of Science - Ms, Data Analytics And Computational Social Science, 4.00/4.00 Gpa

Integrated (Bs+Ms) Master Of Science (M.Sc.), Mathematics, 8.26/10 Cgpa

Aissce, Science A (Pcm), 80%

Aisse, 10 (Out Of 10) Cgpa