Master's Student CV — page 1

Alexandra

Voss

M

.

Sc

.

Candidate

in

Computer

Science

✉

alexandra

.

voss

@

university

.

edu

☎

+1 (555) 234-5678

🌐

linkedin

.

com

/

in

/

alexvoss

💻

github

.

com

/

alexvoss

42

Maple

Avenue

,

Apt

3

B

Cambridge

,

MA

02139

alexandra

.

voss

@

university

.

edu

Dedicated

Master

'

s

student

in

Computer

Science

with

a

focus

on

Natural

Language

Processing

and

human

-

centered

AI

.

Research

experience

in

multilingual

transformer

models

and

discourse

parsing

.

Passionate

about

building

inclusive

NLP

systems

and

bridging

computational

linguistics

with

real

-

world

applications

.

Strong

background

in

statistical

modeling

,

deep

learning

,

and

corpus

linguistics

.

EDUCATION

Sep

2024 –

May

2026 (

expected

)

Cambridge

,

MA

Master

of

Science

in

Computer

Science

Harvard

John

A

.

Paulson

School

of

Engineering

and

Applied

Sciences

Thesis

:

Cross

-

lingual

Discourse

Parsing

for

Low

-

Resource

Languages

—

Advisor

:

Prof

.

Elena

Marchetti

.

GPA

: 3.92/4.0.

Coursework

:

Advanced

NLP

,

Deep

Learning

,

Computational

Semantics

,

Machine

Translation

,

Information

Extraction

,

Probabilistic

Graphical

Models

.

Sep

2020 –

May

2024

Providence

,

RI

Bachelor

of

Science

in

Computer

Science

&

Linguistics

Brown

University

Magna

cum

laude

.

GPA

: 3.88/4.0.

Honors

thesis

:

Evaluating

Bias

in

Multilingual

Word

Embeddings

.

Relevant

coursework

:

Computational

Linguistics

,

Machine

Learning

,

Data

Structures

and

Algorithms

,

Formal

Semantics

,

Phonology

,

Cognitive

Science

.

RESEARCH

EXPERIENCE

Jun

2025 –

Present

Cambridge

,

MA

Graduate

Research

Assistant

Harvard

NLP

Group

—

Prof

.

Elena

Marchetti

Building

a

cross

-

lingual

discourse

parser

for

five

low

-

resource

languages

(

Hausa

,

Somali

,

Swahili

,

Amharic

,

Tigrinya

)

using

multilingual

BERT

and

transfer

learning

from

Universal

Dependencies

treebanks

.

Curated

and

annotated

a

parallel

discourse

corpus

spanning

3,200

documents

across

5

languages

;

achieved

inter

-

annotator

agreement

of

κ

= 0.81.

Designed

a

novel

attention

-

based

hierarchical

architecture

that

improved

discourse

relation

classification

F

1

by

8.3%

over

prior

state

-

of

-

the

-

art

.

Jun

2024 –

Aug

2024

Seattle

,

WA

Research

Intern

—

NLP

for

Social

Good

Allen

Institute

for

AI

(

AI

2)

Developed

a

lightweight

toxicity

detection

model

for

low

-

resource

African

languages

using

knowledge

distillation

from

a

large

teacher

model

,

reducing

model

size

by

65%

while

retaining

91%

of

the

teacher

'

s

macro

-

F

1.

Published

a

benchmark

dataset

of

12,000

socially

sourced

text

samples

annotated

for

hate

speech

and

offensive

language

across

Swahili

,

Yoruba

,

and

Hausa

.

Collaborated

with

a

team

of

four

researchers

;

results

accepted

at

EMNLP

2024

as

a

short

paper

.

Jan

2024 –

May

2024

Providence

,

RI

Undergraduate

Research

Assistant

Brown

University

,

CLiPS

Lab

—

Prof

.

James

Osei

1 / 3

Master's Student CV — page 2

Investigated

gender

and

occupational

bias

in

multilingual

static

embeddings

(

FastText

)

and

contextualized

models

(

mBERT

,

XLM

-

R

)

across

English

,

French

,

Arabic

,

and

Mandarin

.

Implemented

a

novel

bias

-

mitigation

technique

based

on

subspace

projection

,

reducing

gender

bias

by

up

to

34%

while

maintaining

downstream

task

performance

on

NER

and

POS

tagging

.

Presented

findings

at

the

Brown

Undergraduate

Research

Symposium

and

received

the

Dean

'

s

Prize

for

Outstanding

Research

.

TEACHING

EXPERIENCE

Sep

2024 –

Dec

2024

Cambridge

,

MA

Teaching

Fellow

—

CS

282:

Advanced

Natural

Language

Processing

Harvard

University

Led

weekly

discussion

sections

of

25

graduate

students

;

covered

sequence

-

to

-

sequence

models

,

attention

mechanisms

,

and

large

language

model

fine

-

tuning

.

Designed

and

graded

three

programming

assignments

(

PyTorch

implementations

of

seq

2

seq

,

Transformer

,

and

BERT

fine

-

tuning

).

Held

weekly

office

hours

;

received

an

average

teaching

rating

of

4.7/5.0

from

student

evaluations

.

Jan

2024 –

May

2024

Providence

,

RI

Undergraduate

Teaching

Assistant

—

CSCI

1470:

Machine

Learning

Brown

University

Supported

80+

students

in

lab

sections

covering

supervised

and

unsupervised

learning

,

regularization

,

SVMs

,

neural

networks

,

and

model

evaluation

.

Co

-

developed

a

new

lab

module

on

bias

and

fairness

in

ML

,

now

part

of

the

permanent

curriculum

.

PUBLICATIONS

Voss

,

A

.

,

Mwangi

,

K

.,

and

Marchetti

,

E

. (2025).

A

Hierarchical

Attention

Framework

for

Cross

-

lingual

Discourse

Parsing

.

In

Proceedings

of

the

63

rd

Annual

Meeting

of

the

Association

for

Computational

Linguistics

(

ACL

2025).

Vienna

,

Austria

.

Osei

,

J

.,

Voss

,

A

.

,

and

Tran

,

L

. (2024).

Lightweight

Toxicity

Detection

for

Low

-

Resource

African

Languages

:

A

Knowledge

Distillation

Approach

.

In

Proceedings

of

the

2024

Conference

on

Empirical

Methods

in

Natural

Language

Processing

(

EMNLP

2024),

Short

Papers

.

Miami

,

FL

.

Voss

,

A

.

and

Osei

,

J

. (2024).

Evaluating

and

Mitigating

Gender

Bias

in

Multilingual

Static

and

Contextualized

Embeddings

.

Brown

Undergraduate

Research

Symposium

Proceedings

,

pp

. 34–41.

Providence

,

RI

.

SKILLS

Programming

Languages

Python

,

C

++,

Java

,

JavaScript

,

R

,

SQL

,

Bash

ML

/

DL

Frameworks

PyTorch

,

TensorFlow

,

Hugging

Face

Transformers

,

JAX

,

scikit

-

learn

,

NLTK

,

spaCy

Research

&

Tools

LaTeX

,

Git

,

Docker

,

Slurm

,

Weights

&

Biases

,

Jupyter

,

Overleaf

,

Tableau

Languages

English

—

Native

German

—

Native

French

—

Advanced

(

C

1)

Arabic

—

Intermediate

(

B

1)

HONORS

&

AWARDS

2025

—

NSF

Graduate

Research

Fellowship

Program

(

GRFP

)

Honorable

Mention

2024

—

Dean

'

s

Prize

for

Outstanding

Undergraduate

Research

,

Brown

University

2024

2023

2 / 3

Master's Student CV — page 3

—

Phi

Beta

Kappa

Honor

Society

—

Goldwater

Scholarship

Nominee

2022

—

Upsilon

Pi

Epsilon

(

Computer

Science

Honor

Society

)

2021

—

Brown

University

Academic

Excellence

Scholarship

(

merit

-

based

,

renewable

)

SERVICE

&

LEADERSHIP

Sep

2024 –

Present

Cambridge

,

MA

Co

-

Founder

&

President

Harvard

NLP

for

Social

Good

Reading

Group

Organized

weekly

meetings

and

invited

speakers

from

academia

and

industry

for

30+

graduate

student

members

.

Led

a

semester

-

long

project

track

that

produced

two

shared

-

task

submissions

on

equitable

NLP

evaluation

.

2022 – 2024

Providence

,

RI

Outreach

Coordinator

Brown

University

Women

in

Computer

Science

(

WiCS

)

Organized

annual

high

school

coding

workshops

for

200+

students

from

underrepresented

backgrounds

in

Rhode

Island

.

Co

-

authored

a

successful

grant

application

for

$

12,000

from

the

National

Center

for

Women

&

Information

Technology

(

NCWIT

).

3 / 3

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