Tanya Aneichyk
@aneichyk.bsky.social
Software engineer turned Bioinformatics Scientist, with a passion for cancer research. Founder at Vedaly | Data/AI in Drug Development | Use data wisely
A very interesting assay by Roxana Ologeanu-Taddeion on exaggerating capabilities of #AI beyond scientific justifications and philosophical challenge to the concept of #Superintelligence. medium.com/policy-panor...
The Superintelligence Myth: How Science Fiction Masquerades (Again) as Science to Capture Real…
What if the real threat isn’t artificial superintelligence destroying humanity, but rather the narrative of superintelligence itself? A…
medium.com
November 1, 2025 at 11:21 AM
A very interesting assay by Roxana Ologeanu-Taddeion on exaggerating capabilities of #AI beyond scientific justifications and philosophical challenge to the concept of #Superintelligence. medium.com/policy-panor...
Every time I spend a few hours refining a single figure to be the most informative for the decision-maker is the reminder that there is absolutely no way that process could have been automated.
#biotech #datascience #bioinformatics #drugdevelopment
#biotech #datascience #bioinformatics #drugdevelopment
October 15, 2025 at 8:07 AM
Every time I spend a few hours refining a single figure to be the most informative for the decision-maker is the reminder that there is absolutely no way that process could have been automated.
#biotech #datascience #bioinformatics #drugdevelopment
#biotech #datascience #bioinformatics #drugdevelopment
Hiring #bioinformaticians before having a #data strategy is like putting a carriage in front of the horse
#biotech #techbio #bioinformatics #drugdevelopment
#biotech #techbio #bioinformatics #drugdevelopment
October 8, 2025 at 8:39 PM
Hiring #bioinformaticians before having a #data strategy is like putting a carriage in front of the horse
#biotech #techbio #bioinformatics #drugdevelopment
#biotech #techbio #bioinformatics #drugdevelopment
#Biopharma data teams often run as "analysis-as-a-service", but what we should be doing is building a durable data backbone that compounds value throughout organization.
In my recent Medium article I break down the "how".
#biotech #datastrategy #drugdevelopment
aneichyk.medium.com/how-to-build...
In my recent Medium article I break down the "how".
#biotech #datastrategy #drugdevelopment
aneichyk.medium.com/how-to-build...
aneichyk.medium.com
October 6, 2025 at 8:15 PM
#Biopharma data teams often run as "analysis-as-a-service", but what we should be doing is building a durable data backbone that compounds value throughout organization.
In my recent Medium article I break down the "how".
#biotech #datastrategy #drugdevelopment
aneichyk.medium.com/how-to-build...
In my recent Medium article I break down the "how".
#biotech #datastrategy #drugdevelopment
aneichyk.medium.com/how-to-build...
It was SO CLOSE! 🤣 I just love how it then tried to explain to me why it's so confusing and offer how to not make this mistake in the future 🤣
chatgpt.com/share/689664...
chatgpt.com/share/689664...
August 8, 2025 at 9:01 PM
It was SO CLOSE! 🤣 I just love how it then tried to explain to me why it's so confusing and offer how to not make this mistake in the future 🤣
chatgpt.com/share/689664...
chatgpt.com/share/689664...
In 2019, TUM pulled my job offer because I refused to provide my marital status before my salary was set. Marriage as an institute is the biggest blow to a woman's career. Never reveal your marital status at work, not during negotiations neither afterwards! #gendergap
www.dw.com/en/husband-t...
www.dw.com/en/husband-t...
Husband tax? German women's pay drops after marriage — study – DW – 03/08/2025
According to researchers at Munich's IFO Institute and the University of Oslo, women's wages in Germany drop 20% on average after marriage. Men's pay is unaffected.
www.dw.com
March 9, 2025 at 9:07 AM
In 2019, TUM pulled my job offer because I refused to provide my marital status before my salary was set. Marriage as an institute is the biggest blow to a woman's career. Never reveal your marital status at work, not during negotiations neither afterwards! #gendergap
www.dw.com/en/husband-t...
www.dw.com/en/husband-t...
With recent outages of pubmed and frequent inaccessible US-based bioinformatics repositories, it is clear that it is life-critical to have EU-based copies of those resources. OmicsChart is taking precautions, and so should you!
It's time for individuals and organizations in Europe and other democratic countries to move mission- or life-critical IT services and infrastructure outside the reach of the US government; noting that US tech companies have already largely subordinated themselves.
www.huber.embl.de/group/posts/...
www.huber.embl.de/group/posts/...
Digital sovereignty – Huber Group @ EMBL
The US is now a mafia-style extortionist you want to stay away from
www.huber.embl.de
March 9, 2025 at 8:13 AM
With recent outages of pubmed and frequent inaccessible US-based bioinformatics repositories, it is clear that it is life-critical to have EU-based copies of those resources. OmicsChart is taking precautions, and so should you!
I think after this Trump term we'll all need therapy... If we'll live
March 5, 2025 at 4:06 PM
I think after this Trump term we'll all need therapy... If we'll live
I lived as an immigrant in 6 countries, and without exception there were moments where I was treated as lesser human. That's not to complain, but to say: that's the life of an immigrant, and no country is perfect. Thats why I made a post describing my experiences
aneichyk.medium.com/what-its-lik...
aneichyk.medium.com/what-its-lik...
What it’s like to be (highly-skilled female) immigrant
I lived as an immigrant in 6 countries (Norway, Sweden, France, Austria, USA and Germany), and without exception there always have been…
aneichyk.medium.com
March 4, 2025 at 5:32 PM
I lived as an immigrant in 6 countries, and without exception there were moments where I was treated as lesser human. That's not to complain, but to say: that's the life of an immigrant, and no country is perfect. Thats why I made a post describing my experiences
aneichyk.medium.com/what-its-lik...
aneichyk.medium.com/what-its-lik...
Everyone is flexing their intellectual muscle about the deep understanding of geopolitics, spheres of influence or art of negotiation, but its as simple as one of the first rules parents teach babies about living in a society: 𝘁𝗿𝗲𝗮𝘁 𝗼𝘁𝗵𝗲𝗿𝘀 𝗹𝗶𝗸𝗲 𝘆𝗼𝘂 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗯𝗲 𝘁𝗿𝗲𝗮𝘁𝗲𝗱.
March 3, 2025 at 11:14 AM
Everyone is flexing their intellectual muscle about the deep understanding of geopolitics, spheres of influence or art of negotiation, but its as simple as one of the first rules parents teach babies about living in a society: 𝘁𝗿𝗲𝗮𝘁 𝗼𝘁𝗵𝗲𝗿𝘀 𝗹𝗶𝗸𝗲 𝘆𝗼𝘂 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗯𝗲 𝘁𝗿𝗲𝗮𝘁𝗲𝗱.
Didn't expect my comment to make it into the Sifted article, but grateful it did! Just yesterday I attended #Munich #Innovation Ecosystem meetup, and they seem to be completely unaware that the startups are moving our from #Germany, and that its impossible to start a company as a foreigner here
Founders and tech professionals urge Germany to ease bureaucratic hurdles for international talent.
#Talent #GermanStartups #Immigration
#Talent #GermanStartups #Immigration
German startups say soul-crushing immigration system is driving talent away: People lose patience
sifted.eu
February 21, 2025 at 5:08 PM
Didn't expect my comment to make it into the Sifted article, but grateful it did! Just yesterday I attended #Munich #Innovation Ecosystem meetup, and they seem to be completely unaware that the startups are moving our from #Germany, and that its impossible to start a company as a foreigner here
How #Bavaria plans to become world #innovation center? Create 1,000 professorships so these professors can create 10,000 startups.
That's German #entrepreneurship mindset at its core. In the meantime, German entrepreneurs are moving their startups from Germany to elsewhere.
That's German #entrepreneurship mindset at its core. In the meantime, German entrepreneurs are moving their startups from Germany to elsewhere.
February 20, 2025 at 4:36 PM
How #Bavaria plans to become world #innovation center? Create 1,000 professorships so these professors can create 10,000 startups.
That's German #entrepreneurship mindset at its core. In the meantime, German entrepreneurs are moving their startups from Germany to elsewhere.
That's German #entrepreneurship mindset at its core. In the meantime, German entrepreneurs are moving their startups from Germany to elsewhere.
For the love of god stop prepending "AI" to every god-damn product or business model! Everyone is using AI! It's like adding MS Office to your resume: like you have nothing better to show off about your solution.
February 19, 2025 at 3:55 PM
For the love of god stop prepending "AI" to every god-damn product or business model! Everyone is using AI! It's like adding MS Office to your resume: like you have nothing better to show off about your solution.
🤦♀️ You know you need a break when you spent like an hour trying to figure out why the changes in the code do not affect the page, just to realize that you've been staring at the production instead of your local!
#frontend #software #softwaredevelopment
#frontend #software #softwaredevelopment
February 6, 2025 at 4:49 PM
🤦♀️ You know you need a break when you spent like an hour trying to figure out why the changes in the code do not affect the page, just to realize that you've been staring at the production instead of your local!
#frontend #software #softwaredevelopment
#frontend #software #softwaredevelopment
In the last 5 years #Germany turned from being one of the best countries for skilled immigrant, to one of the worst. Getting residence permit extension used to take some 3 - 4 months.. I am waiting for over a year now... with no valid EU-issued ID and no answers to when. No contact via phone allowed
February 3, 2025 at 2:28 PM
In the last 5 years #Germany turned from being one of the best countries for skilled immigrant, to one of the worst. Getting residence permit extension used to take some 3 - 4 months.. I am waiting for over a year now... with no valid EU-issued ID and no answers to when. No contact via phone allowed
If a VC doesn't have a single portfolio company with even one female founder, I don't need to waste my time sending my pitch. I am not saying that these funds are purposely discriminative, but they clearly have not recognized that they have subconscious bias, so the outcome for me will be the same.
January 28, 2025 at 6:13 PM
If a VC doesn't have a single portfolio company with even one female founder, I don't need to waste my time sending my pitch. I am not saying that these funds are purposely discriminative, but they clearly have not recognized that they have subconscious bias, so the outcome for me will be the same.
𝗧𝗵𝗶𝗻𝗴𝘀 𝘆𝗼𝘂 𝘀𝗵𝗼𝘂𝗹𝗱 𝗻𝗲𝘃𝗲𝗿 𝘀𝗮𝘆: "𝗪𝗵𝗮𝘁 𝘄𝗮𝘀 𝘁𝗵𝗲 𝗺𝗼𝘀𝘁 𝗱𝗶𝗳𝗳𝗶𝗰𝘂𝗹𝘁 𝗽𝗮𝗿𝘁 𝗼𝗳 𝘆𝗼𝘂𝗿 𝘁𝗵𝗲𝘀𝗶𝘀?"... "𝗛𝗺.. 𝗜𝘁 𝘄𝗮𝘀 𝗮𝗹𝗹 𝗲𝗮𝘀𝘆..."
My thesis was on prediction of the stock prices using sequential hypothesis testing methods (read AI/ML). After my defense, my professor told me ...
My thesis was on prediction of the stock prices using sequential hypothesis testing methods (read AI/ML). After my defense, my professor told me ...
January 22, 2025 at 9:40 AM
𝗧𝗵𝗶𝗻𝗴𝘀 𝘆𝗼𝘂 𝘀𝗵𝗼𝘂𝗹𝗱 𝗻𝗲𝘃𝗲𝗿 𝘀𝗮𝘆: "𝗪𝗵𝗮𝘁 𝘄𝗮𝘀 𝘁𝗵𝗲 𝗺𝗼𝘀𝘁 𝗱𝗶𝗳𝗳𝗶𝗰𝘂𝗹𝘁 𝗽𝗮𝗿𝘁 𝗼𝗳 𝘆𝗼𝘂𝗿 𝘁𝗵𝗲𝘀𝗶𝘀?"... "𝗛𝗺.. 𝗜𝘁 𝘄𝗮𝘀 𝗮𝗹𝗹 𝗲𝗮𝘀𝘆..."
My thesis was on prediction of the stock prices using sequential hypothesis testing methods (read AI/ML). After my defense, my professor told me ...
My thesis was on prediction of the stock prices using sequential hypothesis testing methods (read AI/ML). After my defense, my professor told me ...
𝗧𝗵𝗲 𝗵𝗶𝗴𝗵𝗲𝘀𝘁 𝗽𝗼𝗶𝗻𝘁 𝗼𝗳 𝗳𝗮𝗶𝗹𝘂𝗿𝗲 𝗶𝗻 #𝗼𝗻𝗰𝗼𝗹𝗼𝗴𝘆 (𝗮𝗻𝗱 𝗼𝘁𝗵𝗲𝗿) 𝗰𝗹𝗶𝗻𝗶𝗰𝗮𝗹 #𝗱𝗿𝘂𝗴𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗶𝘀 𝗳𝗿𝗼𝗺 𝗣𝗵𝗮𝘀𝗲 𝗜𝗜 𝘁𝗼 𝗣𝗵𝗮𝘀𝗲 𝗜𝗜𝗜! We identify molecules that work wonders in cell lines and mice, but fail in patients.
𝘐 𝘩𝘦𝘭𝘱 𝘱𝘩𝘢𝘳𝘮𝘢 𝘤𝘰𝘮𝘱𝘢𝘯𝘪𝘦𝘴 𝘵𝘰 𝘪𝘯𝘵𝘦𝘨𝘳𝘢𝘵𝘦 #𝘣𝘪𝘰𝘮𝘢𝘳𝘬𝘦𝘳 𝘢𝘯𝘥 #𝘰𝘮𝘪𝘤𝘴 𝘥𝘢𝘵𝘢 𝘪𝘯𝘵𝘰 𝘵𝘩𝘦𝘪𝘳 𝘤𝘭𝘪𝘯𝘪𝘤𝘢𝘭 𝘴𝘵𝘳𝘢𝘵𝘦𝘨𝘺.
𝘐 𝘩𝘦𝘭𝘱 𝘱𝘩𝘢𝘳𝘮𝘢 𝘤𝘰𝘮𝘱𝘢𝘯𝘪𝘦𝘴 𝘵𝘰 𝘪𝘯𝘵𝘦𝘨𝘳𝘢𝘵𝘦 #𝘣𝘪𝘰𝘮𝘢𝘳𝘬𝘦𝘳 𝘢𝘯𝘥 #𝘰𝘮𝘪𝘤𝘴 𝘥𝘢𝘵𝘢 𝘪𝘯𝘵𝘰 𝘵𝘩𝘦𝘪𝘳 𝘤𝘭𝘪𝘯𝘪𝘤𝘢𝘭 𝘴𝘵𝘳𝘢𝘵𝘦𝘨𝘺.
January 20, 2025 at 8:26 AM
𝗧𝗵𝗲 𝗵𝗶𝗴𝗵𝗲𝘀𝘁 𝗽𝗼𝗶𝗻𝘁 𝗼𝗳 𝗳𝗮𝗶𝗹𝘂𝗿𝗲 𝗶𝗻 #𝗼𝗻𝗰𝗼𝗹𝗼𝗴𝘆 (𝗮𝗻𝗱 𝗼𝘁𝗵𝗲𝗿) 𝗰𝗹𝗶𝗻𝗶𝗰𝗮𝗹 #𝗱𝗿𝘂𝗴𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗶𝘀 𝗳𝗿𝗼𝗺 𝗣𝗵𝗮𝘀𝗲 𝗜𝗜 𝘁𝗼 𝗣𝗵𝗮𝘀𝗲 𝗜𝗜𝗜! We identify molecules that work wonders in cell lines and mice, but fail in patients.
𝘐 𝘩𝘦𝘭𝘱 𝘱𝘩𝘢𝘳𝘮𝘢 𝘤𝘰𝘮𝘱𝘢𝘯𝘪𝘦𝘴 𝘵𝘰 𝘪𝘯𝘵𝘦𝘨𝘳𝘢𝘵𝘦 #𝘣𝘪𝘰𝘮𝘢𝘳𝘬𝘦𝘳 𝘢𝘯𝘥 #𝘰𝘮𝘪𝘤𝘴 𝘥𝘢𝘵𝘢 𝘪𝘯𝘵𝘰 𝘵𝘩𝘦𝘪𝘳 𝘤𝘭𝘪𝘯𝘪𝘤𝘢𝘭 𝘴𝘵𝘳𝘢𝘵𝘦𝘨𝘺.
𝘐 𝘩𝘦𝘭𝘱 𝘱𝘩𝘢𝘳𝘮𝘢 𝘤𝘰𝘮𝘱𝘢𝘯𝘪𝘦𝘴 𝘵𝘰 𝘪𝘯𝘵𝘦𝘨𝘳𝘢𝘵𝘦 #𝘣𝘪𝘰𝘮𝘢𝘳𝘬𝘦𝘳 𝘢𝘯𝘥 #𝘰𝘮𝘪𝘤𝘴 𝘥𝘢𝘵𝘢 𝘪𝘯𝘵𝘰 𝘵𝘩𝘦𝘪𝘳 𝘤𝘭𝘪𝘯𝘪𝘤𝘢𝘭 𝘴𝘵𝘳𝘢𝘵𝘦𝘨𝘺.
I think people don't realize the true burden of #immigrant #entrepreneur, especially when ur home country is unsafe. I can't extend my pass, so when it runs out - ☠️! Application for DE pass takes years. So I have a plan 3 years ahead. And if at any point it fails, I have to urgently move.
January 16, 2025 at 12:48 PM
I think people don't realize the true burden of #immigrant #entrepreneur, especially when ur home country is unsafe. I can't extend my pass, so when it runs out - ☠️! Application for DE pass takes years. So I have a plan 3 years ahead. And if at any point it fails, I have to urgently move.
Computational sciences being female-dominated is not a thing of the past. My specialization "Theory of Probabilities and Mathematical #Statistics" (the foundation of modern #AI) had 10 girls and 4 boys. The "#DeepLearning" course back then was called "Theory of Statistical Decision-Making."
January 15, 2025 at 5:39 PM
Computational sciences being female-dominated is not a thing of the past. My specialization "Theory of Probabilities and Mathematical #Statistics" (the foundation of modern #AI) had 10 girls and 4 boys. The "#DeepLearning" course back then was called "Theory of Statistical Decision-Making."