Lingxiao Lyu Email & Phone Number

Remote First, Us

Coordinate and collaborate with XFN teams in building/improving data foundation, scoping out product, MKT, and sales analytical projects that influence directions and key decisions.Focus area is developer product analytics and developer market research. Research scope includes blockchain developer trends, developer tooling trends, and developer segmentation framework development (geo, industry, business segment, etc).Research output is used for helping identify TAM for new product/feature, building data product for GTM strategies, and informing hypothetical opportunities for further validation, via qualitative research.

Remote First, Us

Conduct customer onboarding analysis by enabling front-end data logging with Engineer team, further pipeline integration to database with DE team, and build live dashboard and analysis that led to onboarding flow revamping.Improved website performance by addressing key issues spotted in analysis and proposed a major site purchase for future branding

Pasadena, Ca, Us

• Researched and developed post optimization model pipelines from prototypes• Conducted experiments and analysis to verify model performance

Babson Park, Ma, Us

Babson Park, Ma, Us

• Helped prepare class handouts and corrected students’ work

• Launched a club, initiated workshops under professors' guidance, and supervised club event planning and reviews• Led club E-board to deliver orientations, 10+ technical workshops (SQL, text mining, and Advanced Excel), as well as five 100-minute career panels each with 4 to 5 alumni speakers, invited• Supervised the design of monthly data analytical workshops such as data analytical tool training workshops, industry, and career development info sessions, and career panels with experienced alumni, and hosted event reviews that helped boosted event attendance from 10 to 35 on average in two months

New York, Ny, Us

• Supported company’s Data Science Team by managing data collection, aggregation, and mining and preparing analysis, visualization, and financial models• Applied Python algorithms to build linear regression models to predict undisclosed funds based on publicly available investment records, eventually helping identify private businesses with high investment values• Data Research and Engineering: - Gathered 50000+ lines of private company data that expanded PrivCo’s database by 5% and managed periodical updates using Excel and SQL on key metrics of 3,000,000 companies automated by algorithms- Perform data preparation, manipulation, quality assurance review, and import of company financial and deal data into an online database using SQL- Grow PrivCo's proprietary research platform by conducting web research to gather company profile data- Track real-time private market deal activity, including M&A, Private Equity deals, Venture Capital Funding, and IPOs

• Managed KOLs database using SQL and analyzed parameters of historical car models to build application scenarios of the Banma's AI Driving System to assist senior manager's pitch efforts to the company’s major clients• Conducted researches about major international car manufacturers’ history sales records and identified the best-selling models• Organized company visits and meetings with major car manufacturing corporates and led vehicle demos and Presented Banma’s AI Driving System to business partners and customers

During 2017 Summer, I started my business. As one of the four founders of the business, I successfully collected angel funds of $200,000 and was selected to be the leader of the operation team. Due to the location advantage, I was responsible for registering business, searching for store location, recruiting employees, staff skill training, and business daily operation management. In addition, I set up meetings with the team, brainstormed business strategies, then distributing tasks to different managers, and checked the progress on a weekly basis.

Master Of Science In Business Analytics, Data Modeling/Warehousing And Database Administration

Machine Learning Devops, Data Modeling/Warehousing And Database Administration

Data Science Nano-Master Degree, Data Scientist

Bachelor’S Degree, Business Analytics

Education record