About Me

I am a curious and investigative researcher and data scientist who blends analytical rigor with creative insight. I believe data itself is meaningless without revealing the compelling stories behind. When I step away from the screen, I explore the world through creative arts and the shutter of my camera.


Skills: Machine Learning, Deep Learning, Agentic AI, Statistical Modelling, Optimization, Python, R, SQL, Julia, Power BI, Tableau

Education

Massachusetts Institute of Technology

Master of Business Analytics

2025 - 2026E

McGill University

B.Com. Major in Business Analytics & B.Sc. Minor in Statistics

2022 - 2025

Professional Experience

McGill | Alimentation Couche-Tard

Top-ranked global convenience retailer, largest convenience store operator in Canada

Undergraduate Capstone

Jan. 2025 - May 2025

Used Integer Optimization to find the optimal lunch food combo offer, driving a 15% increase in Net Promoter Score. Improved sales prediction model by 23% in RMSE through ensembling Regression and NeuralProphet.

Bosera Asset Management

One of the top five China’s largest and longest-established asset managers

Machine Learning and AI Engineer Intern

May 2024 - Aug. 2024

Reduced operation time by 10% with a Multi-Agent workflow to summarize performance metrics from research reports. Designed information retrieval Agent system that placed 152/1,388 teams at Alibaba Cloud’s LLM algorithms contest.

VariFlight Technology

Global aviation data intelligence leader tracking billions of flight records daily

Data Scientist Intern

Sep. 2023 - Dec. 2023

Automated 71% of data extraction and cleaning process with 3 MySQL relational databases and built 4 ETL pipelines.

DiDi

China’s largest ride-hailing platform with hundreds of millions of users

Data Scientist Intern at Online Ride-hailing Area (Urban Central Platform)

May 2023 - Aug. 2023

Developed data extraction and processing script with SQL and Python, helping to put 13% of stale data into use.

Analytics Portfolio

Correlating Weather Behavior with GPU Cooling

Developed early warning system for thermal management.

Causal InferenceTime SeriesReinforcement Learning
View Project →

Multimodal Transformer for Emotion Classification

Uncovering modality interaction through architectural design.

PythonPyTorchDeep LearningMultimodality
View Project →

Few-Shot Representation Learning

Customized image generation through text inversion.

PythonStable DiffusionDeep LearningImage Generation
View Project →

Enhancing RAG Through Robust Optimization

A robustness view of heuristic document similarity search.

JuliaRobust OptimizationRAG
View Project →

Association Rule and Food Combo Optimization

Finding the optimal food combinations and pricing strategy.

PythonAprioriNeuralProphetInteger Optimization
View Project →

Smishing Detection with Tree-based Methods

Improving phishing detection through NLP feature extraction.

RNLPXGBoostLogistic Regression
View Project →

Hobbies & Interests

Photography

Capturing landscapes and street life. My work focuses on natural light and candid moments.

Fujifilm XT-5
View Gallery →

Music

A lifelong journey through music, evolving from piano to guitar, shaped by curiosity, adaptability, and exploration.

PianoGuitar
Listen →

Art

Story with art as a language of expression, freedom, and self understanding.

Pen SketchesPencil Sketches
View Gallery →

Master Chef

An avid home cook experimenting with fusion cuisine and pastry arts.

BakingFusion
View Recipes →

Acoustic Resonance

Music has always been my parallel language. From the structured elegance of classical piano to the raw, rhythmic storytelling of the guitar, these performances capture my journey through sound.

Music 1
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The Ivory Keys

Classical & Contemporary / Piano Collection

A return to piano driven by personal rediscovery, shaped by self taught exploration and a renewed emotional connection to the instrument.

Strings & Soul

Acoustic & Electric / Guitar Journey

Playing guitar became my quiet anchor during transition, offering comfort, calm, and a sense of home during moments of uncertainty.

Video Thumbnail

Visual Journal

Capturing the intersection of light and urban geometry. This collection represents years of exploration with the Fujifilm XT-5, focusing on high-contrast environments and the quiet moments of street life.

Profile 1
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Profile 3

Photography in Early Days

High School Years / April 2nd, 2022

This is a collection of photos from my high school years, mostly taken in Beijing and my hometown, Tianjin TEDA, using my old Android phone. These pictures capture the moments and places that shaped my early years, reflecting cherished memories of my life back then.

Voyage in Northern Europe

winter vacation / December 27th, 2023

This is a collection of photos captured in northern Europe. The biting cold was accompanied by breathtaking views of natural landscapes that moved me deeply, reminding me of the famous saying: only in the most severe places grow the most beautiful flowers.

City Echoes

summer vacation / July 1st, 2024

This is a collection of photos captured across cities. From bustling streets to tranquil coasts, the vibrant colors and striking contrasts reminded me of the saying: beauty is found not only in what is seen, but in what is felt when we let the world speak to us.

Atelier & Canvas

My connection with art began early, drawn by the freedom it offered to express emotion without rules or boundaries. Over time, I came to see art not just as creation, but as communication—a way to translate inner thoughts into form when words fall short. Each line became part of a personal narrative, shaping how I understand both the world and myself.

Art 1

The Creative Process

Mixed Media / Portfolio

Pen sketches have long been a quiet constant in my life. What began as drawings beside lecture notes became a way to soften rigid formulas with emotion and balance. Trained as an artist in high school, I still find grounding and focus in the delicacy of pencil and line, using each sketch as a way to translate complexity into something human.

Art 1
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Art 5
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Art 8

Culinary Arts & Gastronomy

Cooking is where creativity meets connection. Sharing thoughtfully prepared meals with friends is central to my social life and a hobby driven by a genuine love for great food.

Chef

The Master Chef Collection

Home Cooking / My Recipe

From exploring diverse cuisines to refining flavors, my cooking is driven by curiosity, experimentation, and the urge to reinterpret every inspiring recipe I encounter.