Deliverable

Complete and publish your project with us.

Mission

Turn your idea into a project and publish it on our channels.

Description

Have an ML idea? Already building something and want peer feedback? Need help publishing your work? BSML offers support across coding, storytelling, and publishing.

Approximate workflow

1. Propose your project at an event or in the members’ chat.
2. Collaborate with associates to reach objectives and create content.
3. Publish on BSML channels with full recognition.

Examples

• You have a trading strategy and want help automating it and testing ML models.
• You can publish work from an internship but need guidance to write it up.
• You’re stuck on a thesis bug and want code debugging and methodology feedback.

Requirements

• Personal project idea
• Openness to collaborators

Your role brings fresh ideas and projects. It is BSML’s backbone.

Deliverable

One company partnership per semester.

Mission

Connect BSML and its members with companies.

Description

Source prospects on LinkedIn and via your network. Set up partnerships such as talks, hackathons, projects, or interviews.

Approximate workflow

1. Research Milan companies and ML/AI/Data Science teams. Identify openings and profiles.
2. Contact key profiles, understand needs, and propose BSML value.

Examples

• An open Data Analyst role. Offer a candidate selection via competition, hackathon, or interview.
• A data science team with real problems. Offer a pro-bono BSML project.

Requirements

• Concise communication
• Understanding of company operations
• LinkedIn and business outreach fluency
• Interest in social engineering

This role networks BSML with real companies.

Deliverable

One event per semester.

Mission

Turn partnerships and projects into events.

Description

Design and run events: research talks, company sessions, showcases, dinners with guests, and more.

Approximate workflow

1. Track association projects and external opportunities.
2. Organize logistics: venue, date, schedule, and marketing.

Examples

• Convert a professor interview into a public research talk.
• Launch a company-hosted hackathon with an info session.

Requirements

• Organization and time management
• Attention to detail

This role enables BSML to meet and thrive in person.

Deliverable

One piece of content per month.

Mission

Boost credibility by publishing tangible outcomes.

Description

Work with associates to turn projects into compelling content: articles, videos, presentations, and more.

Approximate workflow

1. Track projects and motivate publishing.
2. Shape the story: problem, approach, outcome.
3. Produce the content.

Examples

• Turn a thesis project into a clear article.
• Capture an event and publish a recap video.

Requirements

• Content skills (video, images, or writing)
• Excellent English
• Creativity and execution

This role builds BSML’s credibility.

Deliverable

One social post per week.

Mission

Share timely updates and insights about BSML.

Description

Find the most relevant association news and package it into posts for social and web.

Approximate workflow

1. Stay current on association activity.
2. Create and publish assets across channels.

Examples

• Announce an upcoming company event with flyers and details.
• Recap a hackathon with photos and outcomes.

Requirements

• Social media marketing interest
• Storytelling and communication
• Image-editing proficiency

This role nurtures BSML’s public image.

Deliverable

None.

Mission

Reach your goals.

Description

Get paired with a mentor in Quant Finance, Data Science, ML Research, PhD, or Master’s. Expect guidance, insights, and potential referrals. More info here.

Approximate workflow

Depends on your goals and mentor.

Examples

• University applications: SoP reviews, GRE advice, and timing around Fall–Winter deadlines.
• Buy-side quant roles: interview prep, study material, and mock interviews.

This role helps you fulfill your potential.