ECE MS student (CMU) · BU UROP awardee, ML teaching fellow · Swartz Center CDK team
Pittsburgh, PA, United States
Work formatOfficeHybridRemoteEverything above is an outside read of where you've been. This is the one block you write yourself — the direction you're steering toward.
Evidence shows project-based product discovery (Swartz CDK), applied DS/ML work (BU Spark; UROP recognition), and course staff experience (Teaching Fellow/TA). Early external collaboration (iTruckr) and internships (self‑reported) align with junior PM/APM and analytical roles.
Career trajectory
Read purely by the companies on record — the same shortcut a recruiter takes.
research assistant (privacy‑preserving ML)
UNCONFIRMED
ML teaching fellow / facilitator
research assistant (intern)
UNCONFIRMED
teaching assistant
UNCONFIRMED
PM intern
UNCONFIRMED
PM intern
UNCONFIRMED
Steady early‑career arc through research and teaching into product‑oriented internships and entrepreneurship discovery. The slope shows growing exposure rather than expanded managerial scope.
↗ Ascending⚠Startup internships and several roles are self‑reported without independent personnel listings; verify to lock the slope.
I’m most useful at the intersection of applied ML and early product discovery. I’ve supported ML coursework, built a justice‑data NLP/OCR pipeline showcased at BU Spark, and run customer interviews through CMU’s Swartz Center CDK. I can help teams scope lightweight experiments, turn messy data into workable features, and set up course‑style workflows for analytical rigor.
›Designing an NLP/OCR pipeline for messy PDFs
›Structuring and running customer discovery interviews
›Setting up TA workflows for ML courses
Recognized by Boston University’s UROP (Fall 2022) for privacy‑preserving ML research and listed as a Teaching Fellow for Principles of Machine Learning (Spring 2023). Contributed to BU Spark’s Demo Day project building an NLP/OCR pipeline to extract Brady disclosure information for Massachusetts public defenders. At CMU, joined the Swartz Center’s Customer Discovery Kickstart team “Pawfect Match,” exploring an AI‑powered pet adoption platform. A CMU course-embedded collaboration with Pittsburgh startup iTruckr is corroborated by a founder’s public thank‑you naming her. Early career footprint beyond academia includes self‑reported internships (e.g., Preservio, A Round Entertainment) with entity‑level verification but no independent personnel listings to date.
An outside read of the profile based on available evidence — what's strong, the one thing to tighten, and what else surfaced.
This reads as an academically strong, early‑career ECE/ML profile with real university‑backed signals (UROP award, Teaching Fellow listing) and hands‑on projects (BU Spark, Swartz CDK). There is some industry adjacency via a founder‑acknowledged CMU collaboration (iTruckr) and self‑reported internships at young startups, but external employment corroboration is thin. Identity disambiguation is solid thanks to name variants and university rosters.
Multiple independent university pages list her by name for BU UROP, BU Spark’s justice‑data project, and CMU Swartz CDK’s Pawfect Match.
Independent rosters
Named on BU UROP and BU Spark pages and on CMU Swartz CDK teams.
Teaching role on record
Course page lists her as a Teaching Fellow for BU ML (Spring 2023).
Third‑party founder mention
iTruckr co‑founder post thanks a team including her for a CMU collaboration.
Startup internships (Preservio, A Round) are only on LinkedIn; no independent staff pages name her yet.
Distinct BU email on a project page The BU Spark roster lists [email protected] alongside her name, anchoring identity across traces.
Founder‑level acknowledgment A public LinkedIn post by an iTruckr co‑founder names her among collaborators.
Web sources + resume claims · 5 roles need confirmation
Preservio — Go-To-Market Product Manager Intern
0 of 1 · Ask →Jul 2025 — Sep 2025
Self‑reported internship; entity presence confirmed via official site and trade-show press. No non‑LinkedIn staff listing naming her.
A Round Entertainment — Product Manager Intern
0 of 1 · Ask →Jul 2025 — Sep 2025
Self‑reported internship; organization claims ML‑driven concert prediction and multi‑city ops. No independent personnel page naming her.
Carnegie Mellon University, School of Computer Science — Teaching Assistant (Part-time)
0 of 1 · Ask →Jan 2025 — May 2025
Assisted instruction in SCS; role is self‑reported on LinkedIn.
Carnegie Mellon University — Research Assistant (Intern)
0 of 1 · Ask →May 2024 — Sep 2024
Self‑reported RA role within CMU; no independent lab page surfaced naming her.
Boston University — Principles of Machine Learning (Spring 2023) — Teaching Fellow (course page) / Course Facilitator (LinkedIn)
Verified · 2 sourcesJan 2023 — May 2023
Course page names her a Teaching Fellow; LinkedIn titles the role as Course Facilitator for the same term.
Boston University — Computer Science Grader
0 of 1 · Ask →Sep 2022 — Dec 2022
Self‑reported grading role for CS courses.
Boston University — Research Assistant
Verified · 2 sourcesJun 2022 — Dec 2022
Worked on privacy‑preserving ML; BU UROP Fall 2022 award listing corroborates project recognition.
Built an NLP/OCR pipeline to surface Brady disclosure materials for Massachusetts public defenders (CPCS) as part of BU Spark DS459.
Exploring an AI‑powered pet adoption platform focused on lifestyle‑based matching, streamlined adoptions, and post‑adoption support.
Analyzed logistics/automation challenges for a Pittsburgh logistics startup; recommendations thanked publicly by a co‑founder.
Non‑profit science media/startup with visibility via MIT Solve and Harvard i‑lab Spark Grants; internship claimed on WayUp.
BU UROP Fall 2022 award recipient listing includes “Zhou, Vivian — Is Adversarial Training Privacy‑Preserving? …”
BU Spark Demo Day Fall 2022 cohort page lists her by name for the CPCS justice‑data project.
iTruckr co‑founder’s LinkedIn post thanks a CMU team including “Wenhan (Vivian) Zhou,” indicating external collaboration recognition.
Each read carries a compliment and a tension, with its proof right beside it. It gets sharper as you go.
Carnegie Mellon University
M.S., Electrical & Computer Engineering · Electrical & Computer Engineering · 2024–2025
Boston University
B.A., Mathematics & Computer Science · Mathematics & Computer Science · 2020–2023
GOVERNMENT FILINGS (2)
PRESS & INTERVIEWS (2)
CORPORATE & PRODUCT (14)
VERIFICATION CHECKS — RAN CLEAN (7)
SOCIAL & DIRECTORIES (4)
Controlled by Vivian Zhou
A registered account is linked to this profile — a living profile a real person maintains, not a passive scrape.
