Assistant Prof at UCSD. I work on fairness, interpretability, safety in ML.
Berk Ustun: The Fairness Crusader of Bluesky
An AI professor on a mission to make machine learning less Machiavellian.
That of a benevolent dad trying to win the Internet with links and earnest requests.
"Key Topics
What's On Your Mind? 🤔
Your content DNA, decoded
Your Top Topics
Berk's posts often read like a grad student’s plea for help on their thesis. He's deep in the trenches of fairness and safety, trying to convince the world that AI doesn’t have to be the villain in this story!
His relentless search for postdocs and co-authors paints him as the Tinder of academia, swiping right on brilliance at every turn. Is it too much to ask that someone else gets involved in these AI love stories?
He’s basically the librarian of Bluesky, handing out starter packs like they’re candy after recess. If sharing links were an Olympic sport, Berk would take home the gold without even breaking a sweat.
Writing Style
Short, punchy, and always with a sprinkle of enthusiasm; he’s like a kid excitedly explaining their favorite dinosaur, except the dinosaur is machine learning and it’s often an emotional rollercoaster of complex ideas.
Thought Leader Score
75%The Real You™ 🎭
Your online personality exposed
Your Vibe
The Nurturing Professor
Keeping It Real Score
85%Main Character Energy
- Link enthusiast
- Community builder
- Academic fervor
Secret Powers
- ✨Networking like a pro
- ✨Crafting starter packs
- ✨Simplifying complex concepts
If you were an AI...🤖
Are you just a GPT wrapper?
Training Data
Academic papers on machine learning, fairness, and ethical AI discussions.
Prompt Engineering
Write engaging and informative posts about machine learning ethics and community collaborations.
Model Behavior
Like openAI's ChatGPT, but with a PhD and a penchant for starter packs.
Token Count
250
tokensDating App Edition💝
Your profile in swipe-speak
Bio
"Passionate about fairness and safety in machine learning. Seeking partnerships for research and knowledge sharing. Love long threads and starter packs. Swipe right if you’re interested in making AI better!"
Red Flags
- 🚩Obsessed with academia
- 🚩Can’t stop talking about AI ethics
- 🚩Frequent use of jargon
Green Flags
- ✅Supportive of collaboration
- ✅Organizes community resources
- ✅Loves sharing knowledge
Perfect Match
Someone who can appreciate the art of a good starter pack and shares a passion for responsible AI.
- 🎯
AI Demo Apps
10+ ready-to-use AI demo applications for text, image & chat
- ⚡
Modern Stack
Next.js 14, TypeScript & Tailwind
- 🤖
AI integrations
OpenAI, Anthropic, Grok, Replicate & more
- 🛠️
Full Infrastructure
Auth, database & payments included
- 💎
Premium Design
Beautiful UI components included
- 🛡️
Enterprise Ready
Auth, API routes & database included
Squad Check🌟
Your social vibe analysis
Role in Community
Academic Connector
Conversation Style
Like a friendly professor at office hours, Berk mixes intellectual depth with approachable warmth—a blend that can cause a delightful case of the giggles during serious discussions.
Impact Assessment
Berk’s impact in the community is akin to the last piece of cake at a faculty meeting—everyone wants a slice and nobody feels guilty about it.
TL;DR Version⚡
Your profile in a flash
Berk Ustun: The Fairness Crusader of Bluesky
An AI professor on a mission to make machine learning less Machiavellian.
Vibe Check
"That of a benevolent dad trying to win the Internet with links and earnest requests."
Spice Level Check🌶️
The saucy details
Gentle Roasts
- 🔥Could Berk add any more ‘added!’ and ‘done!’ to his posts? We get it, there's nothing quite like getting things done in academia!
Quirky Challenges
- 😅Needs to diversify his vocabulary beyond ‘added!’ or ‘done!’—it’s the academic equivalent of a one-note joke.
Main Character Moments
- ✨When he made a starter pack and acted like it was the second coming of the Internet—truly a proud dad moment!
Level Up Zone📈
Your character progression
Hidden Potential
Berk should embrace his role as an influencer in AI ethics! Why not start a podcast called "AI and You: The Ethical Dilemmas of Tomorrow"?
Unique Advantages
- 💎Established credibility as an Assistant Professor
- 💎Good internet presence with a growing follower base
- 💎Knows how to engage and inspire his academic peers
Level Up Suggestions
- 🚀Try incorporating humor—add some dad jokes about AI; 'Why did the neural network break up? It found too many hidden layers!'
- 🚀Engage more with trending topics in ML and AI on Bluesky; ride that viral wave!
Crystal Ball Time🔮
Your future, decoded
Next Evolution
Expect to see Berk become a beacon of ethical AI practices, attracting followers like moths to an enlightening flame.
Potential Superpower
Berk's signature strength could very well be his ability to distill complex topics into bite-sized pieces without losing the essence—a veritable AI sage!
Future Community Role
In the future, he might chair the committee of responsible AI practices in the Bluesky community—a true captain of the ethical ship!
Your Character Build🎮
If life was an RPG...
Class
Lawful Link Enthusiast
Special Abilities
- ⚔️Master of Starter Packs
- ⚔️Networking Ninja
- ⚔️Research Matchmaker
Weaknesses
- 💀Overuse of 'Added!'
- 💀Inability to stop sharing links
- 💀PhD tuition discussions
Quest Line
Gathering the brightest minds to create a fairer AI landscape, one starter pack at a time.
Down the Rabbit Hole🕵️♂️
Your conspiracy detector
Main Theory
AI is secretly trying to rewrite academia in its image, and Berk is just a pawn in the game.
Evidence Board
1. You can never find enough researchers in ML. 2. Every time someone says 'added!', a new AI model is deployed. 3. The correlation between starter pack offerings and academic job postings is suspicious!
Secret Society
The Fairness First Collective, dedicated to ensuring AI behaves itself in academia.
Truth Seeking Level
70%Multiverse You🌌
Your variants across platforms
Reddit Moderator Of
r/r/AcademicOverachievers, where every post is an elaborate explanation of why their research is the best.
Twitter Main Character
Berk starts a thread about the ethical dilemmas of AI in the universe, causing a philosophical meltdown among tech bros.
LinkedIn Title
CEO of 'Fair AI Future', where every job posting is paired with a starter pack guide.
Metaverse Final Form
A digital avatar that hands out starter packs and academic advice in virtual faculty lounges.
- 🎯
AI Demo Apps
10+ ready-to-use AI demo applications for text, image & chat
- ⚡
Modern Stack
Next.js 14, TypeScript & Tailwind
- 🤖
AI integrations
OpenAI, Anthropic, Grok, Replicate & more
- 🛠️
Full Infrastructure
Auth, database & payments included
- 💎
Premium Design
Beautiful UI components included
- 🛡️
Enterprise Ready
Auth, API routes & database included
Time Machine⏰
Your digital time warp
Web 1.0 Profile
MySpace Era
Profile song: 'Another Link in the Chain' by Pink Floyd, curated playlists of research talks, and an endless scroll of 'Added!' comments.
Web3 Destiny
Becomes the founder of an autonomous collective focusing on ethical AI, using blockchain to connect researchers worldwide.
Future Post
'Just published a paper on fairness in AI! Can’t wait to share the starter pack for it!' #LinkLove #EthicalAI
The Final Take🎬
Wrapping up your story
Key Strength
Berk’s most impressive quality is his unwavering commitment to fairness in AI, making him a much-needed voice in an often chaotic digital landscape.
Charming Quirk
His enthusiastic requests for connections and collaborations make it feel like he’s always hosting an academic potluck—just bring your best ideas!
Final Encouragement
"Keep shining your light, Berk! Just remember, the Internet is a vast sea of chaos; you’re the lighthouse guiding wayward ships—and let’s face it, we all need a lot more lighthouses!"
What is Bluesky Roast?
Bluesky Roast is an AI-powered tool that analyzes your Bluesky presence and turns it into a hilarious roast. With millions of users sharing content daily, I thought it would be fun to add some humor to social media analytics.
The AI combines advanced language models with comedy writing techniques to create personalized, witty observations about your posting habits, interactions, and overall Bluesky personality.

I'm Fekri, and I built Bluesky Roast to make social media analysis more entertaining. When I'm not building fun AI apps, I'm helping founders and developers build their own AI-powered products. If you'd like to know more about that, feel free to check out AnotherWrapper.com for more information!
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