app.riipen.com Open in urlscan Pro
3.97.157.204  Public Scan

Form analysis
2 forms found in the DOM

GET /search

<form class="simple_form flex items-center w-full" data-turbo="false" novalidate="novalidate" action="/search" accept-charset="UTF-8" method="get">
  <div class="form-input-wrapper search required _s mb-0 w-full">
    <div class="relative"><input class="sf-vertical-form--input string search required pl-10 max-h-[35px] pl-10" data-clipboard-target="source" placeholder="Search..." type="search" name="s" id="s"><span
        class="input-icon-left pointer-events-none"><i class="fa-regular fa-search fa-sm fa-fw input-icon"></i></span></div>
  </div>
</form>

POST

<form data-turbo="false" novalidate="novalidate" class="simple_form" action="" accept-charset="UTF-8" method="post"><input type="hidden" name="authenticity_token"
    value="QOLcWWnr5_poLUSH5o-uuP2hglyaYaEZ6up2A6Nf-R125wHFZ3NI9j9GR8w0JcO-7CMvvKOLr8PA5tAtrR2_eA" autocomplete="off">
  <div class="form-input-wrapper select required _tabs-dropdown select-max-h-fit">
    <div data-controller="inputs--input-select" data-inputs--input-select-show-search-value="false" data-inputs--input-select-allow-deselect-value="false" data-inputs--input-select-close-on-select-value="true"
      data-inputs--input-select-placeholder-value=" " data-inputs--input-select-initial-selected-value="/experiences/WON0moLn"><select class="sf-vertical-form--input" data-clipboard-target="source" data-action="change->common--tabs#change"
        data-inputs--input-select-target="select" name="tabs-dropdown" id="tabs-dropdown" data-id="ss-lddqdsqq" tabindex="-1" aria-hidden="true" style="display: none;">
        <option selected="selected" value="/experiences/WON0moLn">Details</option>
      </select>
      <div data-id="ss-lddqdsqq" aria-label="Combobox" tabindex="0" class="ss-main sf-vertical-form--input" role="combobox" aria-haspopup="listbox" aria-controls="" aria-expanded="false" aria-activedescendant="lb4ggoox">
        <div class="ss-values">
          <div class="ss-single">Details</div>
        </div>
        <div class="ss-deselect ss-hide"><svg viewBox="0 0 100 100">
            <path d="M10,10 L90,90 M10,90 L90,10"></path>
          </svg></div><svg class="ss-arrow" viewBox="0 0 100 100">
          <path d="M10,30 L50,70 L90,30"></path>
        </svg>
      </div>
    </div>
  </div>
</form>

Text Content

Log in Sign up
 1. University of San Francisco
 2. Experience


DATA SCIENCE / AI /LLM PROJECTS

MSDS 605
Open Closing on October 8, 2024
Get started
Submit project as employer
Join as learner
Details
Details
Details

University of San Francisco
San Francisco, California, United States
Victor Palacios
Director, Data Science Partnerships
2

GENERAL

 * Post-graduate
 * 90 learners; teams of 3
 * 500 hours per learner
 * Dates set by experience
 * Educators assign learners to projects

PREFERRED COMPANIES

 * 10 projects wanted
 * United States
 * Academic experience
 * Large enterprise, Small to medium enterprise
 * Technology

CATEGORIES

Data Machine learning Artificial intelligence Data modelling Data science Cloud
technologies

SKILLS

data science artificial intelligence machine learning cloud technologies data
modeling postgresql

PROJECT TIMELINE

 * October 14, 2024
   Experience start
 * June 13, 2025
   Experience end

OVERVIEW

Details

Our ~90 students per year have or will develop the following skills:




 1. Programming:            Python, SQL, NoSQL, Airflow, Pytorch, NumPy, Pandas,
    Plotly, Scikit-Learn, Matplotlib, Seaborn, Spacy, Scipy, Selenium
 2. Machine Learning:        Regression, Classification, Unsupervised Learning,
    Deep Learning, NLP, Transformers, Large Language Models (LLM)
 3. Big Data/Databases:       PySpark, SparkSQL, ETL, Spark, MongoDB, Git,
    Databricks
 4. Cloud/ MLOps:            AWS (SageMaker, EC2, EMR, S3), Docker, Flask
 5. Experimentation:      Causal Inference, A/B Testing, Hypothesis Testing,
    Statistical Inference, Experimental Design




Student capabilities (outcomes for companies) spanning 6 years can be found
here:
https://www.usfca.edu/arts-sciences/programs/graduate/data-science/practicum

Learner skills Data science, Artificial intelligence, Machine learning, Cloud
technologies, Data modeling, Postgresql
Deliverables
 1. Resume: 3 strong resume bullet points showcasing what the students
    accomplished with respect to time or revenue




Examples from our previous cohort:

 1. Developed a comprehensive, model-agnostic Python package for model
    validation, decreasing runtime and computation costs by 80% for __(company
    name)__ core ML and Data Engineering teams.
 2. Developed an LLM pipeline leveraging an API that can generate comprehensive
    document analysis for over 1,000 pages of environmental policy, which has
    savings potential of up to $400,000 for __(company name)__ in consulting
    fees.
 3. Implemented app's first machine learning model: personalized recommender
    system, increasing content engagement by 31%.
 4. Built data pipeline for user logs in JSON to data lake (BigQuery) to
    increase query speed, saving 100+ engineering hours yearly.
 5. Drove A/B testing on a new workflow and presented adverse results to
    executives, preventing reduction in WAU by 44%.

PROJECT EXAMPLES

 1. Projects: Project or project(s) must be Data Science, GenAI, LLMs, Data
    Engineering or Machine Learning Engineering only. If data science, we expect
    the data science life cycle to be covered including data cleaning, data
    visualization/statistics, data modeling (prediction), and, if possible,
    deployment -- We do not accept projects for data collection and/or data
    visualization only.
 2. Timing: October to June (8-9 month) project(s) / 16~20 hours a week / Monday
    and Wednesday are dedicated working days for onsite/hybrid/remote work.
 3. Company Mentorship: Technical person on the company side who spends at least
    30 minutes each week doing a check-in with the student.




Here are more details if interested.




Want to schedule a call?




Here is my email as well.




Before we accept any proposals, we have an intake form to better understand your
needs and to communicate your expected work to the students uniformly for all
projects found on Riipen.




Feel free to do the form before or after scheduling a call if needed. Thank you!

ADDITIONAL COMPANY CRITERIA

Companies must answer the following questions to submit a match request to this
experience:

What is the size of your data (roughly)? If varying, state range. Thank you.

Where is the data located?

Python is the sole programming language used in our program. Will your
organization allow students to only use Python?

Will you have a project(s) that span(s) 8-9 months?

SIMILAR EXPERIENCES

Check out these similar experiences.

View all
York University
Toronto, Ontario, Canada

Designing a Cyber Security Operations Center (CSOC)

Security (cybersecurity and IT security) + 4
Starts July 2, 2024
Vancouver | New York Institute of Technology (NYIT)
Vancouver, British Columbia, Canada

Cyber Security Consultancy

Security (cybersecurity and IT security) + 4
Starts September 3, 2024
University of Detroit Mercy
Detroit, Michigan, United States

Innovative Tech Solutions: Real-World Projects with UDM CS Students

Databases + 4
Starts September 10, 2024


FOOTER

Riipen brings industry and academia together, with real company projects.

Facebook Instagram LinkedIn Twitter Youtube

SUPPORT

 * Documentation
 * Academy

RESOURCES

 * Feedback
 * Pricing
 * Status

COMPANY

 * Blog
 * Careers
 * Contact Us


LEGAL

 * Terms of Service
 * Privacy Policy
 * Security

© 2024 Riipen Networks Inc. All rights reserved.

Details