Preview · The Rewrite

We rewrite the record.

Real client files, names blurred for privacy. These are Netwrk clients who landed offers off the back of our rewrites and coaching. Watch them transform in real time, line by line. Old text deleted, new text typed in, every bullet verbatim from their actual before-and-after files.

★ Hired · SDR Role
Sales client · master file

ANGELICA CRUZ

Ormond Beach, FL | Open to Remote & Relocation

[email protected] • 210-585-1434 • linkedin.com/in/angelicamarissa

Professional Summary
  • Customer-focused SaaS professional with 5+ years of experience in customer-facing, technical, and cross-functional environments. Skilled in building rapport quickly, uncovering needs, handling objections, and communicating complex information clearly to technical and non-technical audiences.
  • Proven success in fast-paced environments where relationship-building, problem-solving, and clear communication drive results. Transitioning into a Sales Development Representative role to leverage strong communication, discovery, and customer engagement skills in a quota-driven sales environment.
Professional Experience
Street Smarts VRRemote
Software Quality Analyst / Sole QA OwnerApril 2023 – March 2026

  • Partnered directly with product and engineering teams to identify user pain points and improve overall product experience.
  • Translated technical issues into clear, actionable feedback to support faster decision-making and issue resolution.
  • Collaborated cross-functionally to clarify workflows, reduce friction, and improve feature usability across core product areas.
  • Managed competing priorities and communicated effectively across teams in a fast-paced startup environment.
  • Built strong relationships across technical and non-technical stakeholders to drive alignment and keep initiatives on track.
MedscapeLiveRemote
Software QA EngineerOctober 2021 – February 2023

  • Supported product quality across web and mobile platforms, ensuring a reliable and consistent user experience.
  • Investigated system behavior using SQL queries and API testing to identify and troubleshoot backend issues.
  • Partnered with engineering teams to validate fixes and support stable product releases.
  • Identified usability gaps and communicated findings clearly to improve product performance and customer experience.
  • Worked cross-functionally with technical and business teams to support product delivery and alignment.
USAA Federal Savings BankSan Antonio, TX
Banking SpecialistOctober 2018 – September 2021

  • Managed 35 inbound and outbound customer interactions daily in a high-volume financial services environment.
  • Built rapport quickly, uncovered customer needs, and guided customers toward appropriate financial solutions.
  • Navigated objection-heavy conversations while maintaining 95%+ customer satisfaction scores.
  • Educated customers on financial products and services, simplifying complex information to support confident decision-making.
  • Handled sensitive and high-stakes customer interactions with professionalism and composure.
  • Collaborated with internal teams to resolve escalations and improve the overall customer experience.
Tools & Technical Skills
Core Competencies: Lead Qualification, Discovery / Needs Assessment, Objection Handling, Relationship Building, Customer Engagement, Qualifying Conversations, Salesforce (Foundational), Cross-Functional Communication, SQL (Basic), API Basics (REST)
Tools & Technical: Salesforce (Foundational), Jira, Confluence, Slack, Google Workspace, SaaS Platforms, SQL (Basic Queries), API Basics (REST), Troubleshooting
★ Hired · RA, Hudson Lab
Research client · master file

HUY LE

Rochester, NY

+1 (404)-203-9864 • [email protected] • linkedin.com/in/huy -g-le • github.com/hl9082 • Rochester, NY

Education
Rochester Institute of Technology | Rochester, NYExpected Graduation: May '27
Bachelor of Science in Computer Science (GPA: 3.64)
  • Relevant coursework: Principles of Data Mining, Machine Learning, Intro to AI, Principles of Data Management, Intro to Software Engineering, Linear Algebra, Vertically Integrated Projects, Analysis of Algorithms
Professional Experience
Rochester Institute of Technology | Rochester, NYSep '25 – Mar 26'
AI Research Assistant | PyTorch, Huggingface, NVIDIA GPU, wandb, CI/CDSep '25 – Mar 26'

  • Achieved 3%-89% performance score increase for Gemma270M model on 50K Zarma Huggingface examples by deploying PyTorch and 1 NVIDIA's A100 core, reducing runtime by 60% and CPU memory usage by 50%
  • Boosted configuration and deployment efficiency by integrating Hugging Face API, saving 2 hours per retrain
  • Launched 9+ wandb performance dashboards, enhancing workflow monitoring within 90 minutes
PlatiHUB Co Ltd. | Vietnam (remote)Jun '24 - Aug '24
Full stack Developer Intern | REST API, React, Spring Boot, JavaJun '24 - Aug '24

  • Delivered a dynamic React frontend web application with RESTful integration, yielding 10% more in user engagement
  • Refactored HTML/CSS layouts into a responsive component-based design system, boosting UI satisfaction by ~40%
  • Fortified Spring Boot backend security by Java and Spring Security, improving API authentication and response times
Projects
Heal Control – MCP app for system-level debugging | IBM Watson, FastMCPJan '26 – Present
IBM Dev Day AI Demystified Hackathon 2026
  • Led 4 people to finish 13 MCP tools with FastMCP in 2 days, reducing debugging time by 40% on 200 MB GitHub repos
  • Integrated IBM Watson's API for real-time analysis, saving developers 70% of their time manually breaking down errors
Barrier Breaker - AI ASL translator | FastAPI, TypeScript, ReactSep '25 - Dec '25
  • Designed an interactive React web application using TypeScript, raising user engagement with real-time transcription
  • Exposing REST endpoints with FastAPI middleware to show results in less than 5 seconds per image processing request
La Musique - AI music assistant | Next.js, React, Genkit, Zod, Gemini API, VercelMay '25 - Aug '25
  • Developed a music interface using Next.js and React hosted on Vercel, ensuring application's public accessibility
  • Optimized genre detection using Genkit and Gemini APIs, achieving 70% confidence through Zod schemas' validation
Publications
Grammatical Error Correction for Low-Resource Languages: The Case of ZarmaFeb' 26
Rochester Institute of Technology | Rochester, NY
  • Trained MT5-small model on 15,000 Zarma examples with Sequence-to-Sequence method to achieve 0.62/1 GLEU score
  • Employed Sequence-to-Sequence Data Collator to improve runtime by 60% and CPU memory usage by 50%
Awards
Bronze Medalist for Best Insight Category at DataFest 2026 | pandas, NumPy, scikit-learnMar' 26
Rochester Institute of Technology | Rochester, NY
  • Merged 1M+ records of 14+ categories from 2 datasets by pandas and NumPy, preprocessing data in less than 30 seconds
  • Extracted top 10 important features from cleaned and merged dataset with pandas and scikit-learn under 10 seconds
Technical Skills
Programming Languages: JavaScript, HTML, CSS, Java, C, C++, Python, LaTeX, SQL, TypeScript, R
Frameworks: React, JUnit, Node.js, Genkit, Spring Boot, Zod, Angular, FastAPI, PyTorch, Pillow, pandas, OpenCV, Huggingface, Transformers, Postgres, IBM Watson, FastMCP, scikit-learn
Tools: Github, Docker, Vercel, AWS, Postman, OCI, Conda, wandb, DataGrip, NVIDIA's GPU, Huggingface, Google Colab
Methodologies: Agile, Unit Testing, Design Docs, ML, Debugging, CI/CD, Version Control, MCP, Sequence-to-Sequence
Certifications
  • OCI 2025 Certified AI Foundations Associate, OCI 2025 Certified Foundations Associate
Process

Every change you saw above is human-expert verified. Each résumé runs line-by-line through The Netwrk's personal master checklist, which Abigayle Peterson invested in, built, and signed off on herself.

Abigayle built the resume ATS systems behind Meta and Alaska Airlines, and served as a startup's first AI Product Manager. The same eye that calibrated those systems sets the bar for every line we ship.

Human-expert verifiedMaster checklist · 30+ pass criteriaApproved by Abigayle Peterson
See the method
Preview · LinkedIn

And the LinkedIn, too.

Two client files, names blurred for privacy. Front page + About section, every word verbatim from their actual before-screenshots and the revision documents we shipped. One landed an SDR offer pivoting from QA. The other repositioned from Sales Management to VP of Revenue.

SDR-pivot client
Photo redacted

[Client name redacted]· 1st

QA Analyst | Manual Testing | VR Applications | Jira | Customer Support & Customer Success Focus

United States · Contact info · 494 connections

About

My journey into QA started from my own frustration as a user. I kept running into glitchy apps and thought someone should be testing this better. Turns out that someone became me.

Software testing is about looking at a product from every angle, with different perspectives and expectations, always with the end user in mind. That empathy-first mindset is what drives my work, whether I'm documenting a defect or collaborating with a development team to get something fixed before it reaches a customer.

Over the past 5+ years, I've built experience on both sides: technical, as a QA analyst testing web, mobile, and VR platforms, and customer-facing, through high-volume support work where I consistently exceeded satisfaction targets.

I'm now exploring opportunities across QA, Customer Success, and Sales Development, where I can bring both my technical background and customer-facing experience to help teams improve products, support customers, and drive meaningful outcomes.

Top skills

SQL • Problem Solving • Customer Satisfaction • Test Cases

High-Ticket Sales client
Photo redacted

[Client name redacted]· 1st

Impact Team

San Jose, California, United States · Contact info · 500+ connections

About

After doing $100k/mo in commissions as a sales rep at 12% comms, I co-founded The Impact Team... we make sales education accessible to everyone. If you're a sales rep, say hi and watch some of my trainings. If you're a business owner, say hi and send my trainings to your team lol

Top skills

High Ticket Sales • Sales Management • Sales Operations • Sales • Coaching

Process

Résumé and LinkedIn rewrites move in lockstep. Same headline, same personal brand, same accomplishments, translated correctly for each surface. Both pass through Abigayle’s master checklist before anything ships.

See the method
Method

Three volumes of access.

Each engagement is structured around how much of the search you want us to run. We do not move forward without alignment on scope.

Financing availablePlans from $100 / month
IFoundation

The Brand Starter

Resume rebuilt. LinkedIn rewritten. The first impression resolved.

  • Elite Career Brand (Zone of Intent + Personal Brand Positioning)
  • Elite Portfolio (Resume, LinkedIn, Personal site)
· Most Engaged
IIActive Search

The Wrk Accelerator

Four checkpoints. One mission. Guided mastery through our private community hub.

  • Everything in The Brand Starter
  • Private community hub & journal with supplementary recordings
  • Elite Networking strategy & guidance
  • Elite Interviewing (Behavioral & technical rehearsal)
IIIDone For You

The Command Center

We run the search. You take the calls. The fully automated track.

  • Everything in The Wrk Accelerator
  • Automated application engine
  • Elite Interview Accelerator (Private coaching with Abby)

Every engagement is priced individually. We assess exactly what you need — and charge only for that. No packages, no guesswork. Pricing is discussed during your private inquiry call.

The NetwrkEst. V.2025

Elite Career Branding™. We help job seekers land interviews and offers without burnout.

Disclaimer Netwrk LLC does not promise or guarantee a job offer. Our service is designed to maximize your chances of receiving interview invitations and landing offers through career branding, outreach, application support, and interview coaching. We work with you until you land a job. Results may vary based on individual circumstances, market conditions, and role availability.

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