My Profile 😎

#️⃣ Batch Number - 1402

🚀 Career Path - Data Scientist

🖼️ Portfolio - link here also check https://www.behance.net/ - creative jobs

💼 Huntr board - link here

👋 LinkedIn - www.linkedin.com/in/svetlana-s-lebedeva

🤓 Github - https://github.com/slebedeva/

🤑 Salary range: https://oeffentlicher-dienst.info/c/t/rechner/tv-l/west?id=tv-l-2023&matrix=1 E13-5 5861*12 = 70k / brutto = gross annual (75-85)

https://www.levels.fyi/t/data-scientist/locations/germany

Bio: “An experienced biologist with a passion for computational analysis and an active interest in machine learning. After boosting my computational skills with a coding bootcamp, I am enthusiastic to connect my expert domain knowledge and newly acquired coding proficiency in working on exciting interdisciplinary projects.”

Daily

• [ ] or have a “coding day” 1/week in LW
• [ ] 9-13 job searches/applications
• [ ] 13-14 lunch
• [ ] 14-15 walk 5k steps
• [ ] 15-16 1h video (talk/lecture MIT algorithm of Andrew Ng course/MSU DL course/London ML)
• [ ] 16-18 2h coding (codewars/leetcode/hackerrank (interview prep)/aoc/leftover challenges on kitt / codonBERT project / Friday work on personal genome) other coding: https://www.codingame.com/home
• Always! Think about runtime constraints / worst case / condition to stop (remember David’s puzzle)

Weekly

• [ ] check journals for which I get no alerts (Nature Biotech, Machine Intell.)

Initiative applications

Small start-ups with open applications.

• Immuno-oncology - evasion - Munich
• https://www.molecularhealth.com/about/careers/ - tumor theparies - Heidelberg
• Berlin start-up platform https://www.science-startups.berlin/ https://matchem.science-startups.berlin/organizations/startups

CS meetings

• https://www.iscb.org/ismb2024/home July12-16 $ Job board Montreal
• https://recomb.org/recomb2024/index.html April27-May2 $ Cambridge MA
• https://neurips.cc/ Dec9-15 Vancouver $
• https://iclr.cc/Conferences/2024 Vienna May7-11 careers https://iclr.cc/careers/#search Papers are in OpenReview?

To Do

• [x] ! funny descriptions in LinkedIn like David https://www.linkedin.com/in/david-t-271a9139/
• [ ] revoke Kitt access
• [ ] revoke credit card/address from G payments if possible

Start-up as (co-)Founder

• [ ] https://www.science-startups.berlin/programs/exist-women/
• [ ]

Companies search

• [ ] DMEA: https://www.dmea.de/de/aussteller/ausstellerverzeichnis/
• [ ] ESHG: https://2024.eshg.org/exhibition/
• [ ] RNA companies: (also search Google maps around Munich for ‘rna therapeutics’)
  • [ ] Vigeneron (only junior jobs) https://vigeneron.com/careers/
  • [ ] CNATM - Cluster for Nucleic Acid Therapeutics Munich
  • [ ] RNhale - Munich - no jobs now
  • [ ] rnatics - München - hiring but not hiring :-D 404 - macrophage eat rna - reason to ask at least? 😊
  • [ ] Secarna - ASO - Munich https://www.secarna.com/ (no jobs now)
  • [ ] self delivering siRNA (Buch) https://www.pramomolecular.com/ Berlin
  • [ ] aptamers https://aptarion.com/technology/ (no jobs) Berlin
  • [ ] antisense TGFbeta only: isaRNA therapeutics Munich (no careers just write them)
  • [ ] mRNA therapeutics https://www.pantherna-therapeutics.com/ - send cv
  • [x] Biospring - oligos - only synthesis
  • [x] Antisense: https://ugisense.com/en/ (no initiative)
  • [ ] https://www.neuway-pharma.com/ - delivery- open application
  • [ ] https://pitchbook.com/profiles/company/56913-85#overview
  • [ ] https://www.neuway-pharma.com/ - open applications
• [ ] Recruiters list on Xing
• [ ] DMEA start-ups health tech https://www.dmea.de/en/visit/exhibitor-overview/ https://plus.dmea.de/showfloor#product
• [ ] bioNRW: https://bio.nrw.de/companies-database/
• [ ] Incubator https://nucleatehq.medium.com/meet-the-158-biotech-ventures-in-nucleates-2024-activator-program-b6de98d9b500 https://airtable.com/appGE1OcIAKnzWu3T/shrLArDzp63F3U2VK/tblsQI4FYFshxRNp3
• [ ] Search linkedIn for Biotehnology or Genomics and choose Europe
• [ ] https://www.vfa.de/de/englische-inhalte/mrna-medicines-potential-for-the-location-germany
• [ ] Fraunhofer RNA project https://www.izi.fraunhofer.de/en/departments/leipzig-location/cell-and-gene-therapy-development/automated-production-technologies-for-mRNA-based-drugs.html
• [ ] IZB hub https://www.izb-online.de/hotspot-for-life-sciences/start-ups-im-izb/
• [ ] Look for BioAI from UK/US who expand to Berlin
• [x] asked Antonio and Annita for RNA companies:
  • [x] https://silence-therapeutics.com/careers/default.aspx in Buch - Antonio knows someone there!
  • [ ] https://alitheagenomics.com/
  • [x] https://www.eclipsebio.com/
• [x] Watch Inceptive CEO video and more from that channel
• [ ] Evotec https://evotecgroup.wd3.myworkdayjobs.com/en-US/Evotec_Career_Site/userHome

Next skills to learn

Learn in 2-3 days from applied jobs!

• [ ] spacy, kedro, poetry
• [ ] https://github.com/rasbt/LLMs-from-scratch/tree/main
• [ ] https://www.linkedin.com/learning/paths/career-essentials-in-github-professional-certificate
• [ ] ? JAX (see links in wiki) + kaggle https://www.kaggle.com/learn-guide/jax
• [ ] Kaggle competitions on DL
  • [ ] rna folding
  • [ ] classify cancer - for Aignostics/Charite!
• [ ] follow https://course.fast.ai/
• [ ] build LLM from scratch Pytorch https://github.com/rasbt/LLMs-from-scratch
• [x] codonBERT for Inception
  • [ ] learn pytorch
• [ ] pyDeSeq for Inception! (at least start)
• [ ] MIT basic algorithms
• [ ] Hugging face tutorials
• [ ] AWS https://aws.amazon.com/what-is/retrieval-augmented-generation/
• [ ] London ML meetup talks
• [ ]