Résumé

CS · Data Science · AI/ML · Product

Mariam Khan

I build data-driven products and turn messy data into decisions.

Rutgers CS & Data Science grad (Cum Laude, ’26) working on both sides of building with data: SQL- and Python-driven analysis that turns messy datasets into decisions, and RAG pipelines, agentic systems, and product work that turns those decisions into things people use. I care less about whether something can be built and more about whether it should be.

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  • Rutgers CS + DS

    Cum Laude ’26

01

Certifications

AI Product Management

Completed

Duke University

BigQuery for Data Analysts

Completed

Google Cloud

Data Storytelling

Completed

LinkedIn Learning

Tableau Masterclass

Completed

O'Reilly

Advanced Data Analytics

In Progress

Google

On the RadarAdvanced MySQL Topics · MetaData Warehouse Fundamentals · IBM
02

Selected Work

Problem
Independent pharmacies lack access to the drug-shortage prediction models large chains rely on, a methodological gap I confirmed across 5+ peer-reviewed and government sources (GAO, AJHP, PLOS).
Approach
Engineered a Python pipeline on the openFDA REST API to merge multiple datasets and surface early signals on shortage-risk factors. Validated the risk-scoring model with hypothesis testing and 5-fold cross-validation, benchmarked against published logistic-regression and ML-classifier studies (69–93% accuracy).
My Role
Sole researcher and engineer: sourced the literature, defined the methodology, built the data pipeline, and am now designing the pharmacy-facing interface.
Outcome
AUC 0.81

Cross-validated model performance landing within the published 69–93% accuracy benchmark range, now being built into a pharmacy-facing risk-scoring dashboard that turns FDA regulatory data into an actionable planning tool.

  • Python
  • openFDA API
  • ML Classifiers
  • Logistic Regression
View on GitHub
03

Experience

  1. Product Specialist · Apple

    Jul 2026 – Present

    Freehold, NJ

    Diagnosed product/software issues for 100+ customers weekly and designed self-serve SMB training that cut repeat support inquiries by 15%.

  2. AI Automation Extern · Pfizer

    Jun 2026 – Aug 2026

    Remote

    Built a RAG document-intelligence pipeline (LlamaIndex, open-source LLMs, OCR) projected to cut clinical teams’ manual data-hunting time by 90%+.

  3. Data Engineering Intern · CrisPRO.ai

    Aug 2025 – Oct 2025

    Holmdel, NJ

    Deployed the Evo2 genomic foundation model into a clinical AI pipeline, enabling high-throughput variant interpretation for oncology.

  4. AI Data Analyst, Model Evaluation (Contract) · Browserbase

    Oct 2025 – Nov 2025

    Remote

    Evaluated 1,800+ LLM outputs across 6 models using Stagehand, analyzing hallucinations and reasoning failures to deliver structured feedback that informed model calibration in workflows referenced by Anthropic, Google, and Microsoft.

  5. Data Science & ML Research Assistant · Ignito

    May 2025 – Aug 2025

    Remote

    Delivered 25 hands-on ML projects across classification, regression, NLP, and time-series, engineering features to lift model performance.

  6. Lead Extern · Harmony Biosciences · Rutgers MBS Externship

    Sept 2024 – Dec 2024

    Remote

    Led 5 externs to resolve 50+ edge cases in a streamlined digital intake form, cutting processing errors and speeding approvals.

  7. Backend Development SWE Fellow · Blueprint

    Oct 2024 – Dec 2024

    New Brunswick, NJ

    Built a socket-programming login app in Python + advanced SQL, hardening client/server HTTP data management and security.

  8. CS111 Exam Grader & Proctor · Rutgers University

    Sept 2024 – Jan 2025

    Remote

    Designed grading workflows and rubrics with professors, ensuring consistent evaluation standards for 200+ students.

04

Skills

01

Technical

  • Python
  • R
  • SQL
  • Java
  • JavaScript
  • Git
  • RAG
  • OCR / Computer Vision
  • ETL Pipelines
  • BigQuery
  • AWS
  • Looker Studio
  • Hypothesis / A-B Testing
  • Regression
  • Cross-Validation
02

Product

  • Notion
  • Figma
  • Tableau
  • Power BI
  • Requirements & Metrics
  • AI Product Management
03

Off the Clock

  • Marketing & Visual Content —> Video/photo editing and graphic design, across 4+ organizations and counting
  • Community & Volunteering —> Giving back since elementary school
  • Volleyball & Outdoor Adventures —> Always chasing the next one
05

Leadership

Co-founder & Marketing Director

Jul 2025 – May 2026

Tech Collaborative

Co-founded a tech initiative connecting students and mentors; raised $2k+ in sponsorships, grew social to 190k+ interactions, and drew 70+ attendees per event.

The Tech Collaborative student and mentor team gathered together at a campus event.

Marketing Director

Sept 2024 – May 2026

United Mission for Relief & Development

Led digital marketing and outreach campaigns driving 250k+ digital engagements, $20k+ in donations, and 400+ peak attendees.

The UMR team posing in front of a lit UMR marquee sign at the Spring Gala.

Authors Manager

Sept 2024 – May 2025

MSA

Co-designed and launched a Framer-based digital magazine celebrating identity, collecting 50+ student art submissions; led coordination for a 250+ attendee Art Gala.

Programs Chair, The Muslim Extravaganza

Sept 2025 – Aug 2026

Young Muslims

Executive team member helping plan a full-day event for 10k+ attendees, organizing a carnival, sports tournaments, and a vendor bazaar.

NJ Leadership Conference Co-chair

Aug 2026 – Present

Young Muslims

Led a team of 10 to host a statewide conference for student org leaders, running marketing, logistics, outreach, and programming teams.

Co-founder & Core Team Member

Aug 2022 – Present

Young Muslims (Old Bridge Chapter)

Helped start a youth group for girls ages 13–25; grew to 50+ biweekly attendance running activities, volunteer initiatives, and workshops.

06

Contact

Open to associate / junior PM and AI-data roles, and always up for talking shop about product, data, or a photo shoot.

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