Irina Jurenka的动态

HAPPY FRIDAYYYYYYY?? If you are graduating this summer or alternatively you are still in the process of completing your masters - Good luck.. ???? Are you studying anything from Computer Science, to Computer System Engineering, to the wonderful and mysterious AI? ?? If you are looking to enter the ever growing Tech industry, and want a head start from the rest, send me a message! Let’s chat and see where I can take you with TalentskowtAI ???? #AI #Graduates #Newcareer #Tech

Business in the emerging tech space is moving and changing at light speed these days.??It's no secret that artificial intelligence (AI) dominates many headlines.? ? I'm curious how?institutions are working with community leaders to make a positive impact outside the boundaries of traditional higher-ed when it comes to AI.? ? "Over the next decade, computer and mathematical jobs, which include AI, are projected to grow by 12.9 percent, the second-fastest of any industry, according to a report by the U.S. Bureau of Labor Statistics.? ? Tech companies such as Meta and Google, postings for AI-related jobs list six-figure salaries, with many reaching above $200,000 annually" #higherEd #AI #emergingtechnologies #google #meta #collegeeducation #continuingeducation ? https://lnkd.in/gvR9D2hc

In 2025, I will choose to pursue a PhD because I will see AI replacing individuals with just a Bachelor’s degree. I will want to ensure that my job will remain AI-proof for the next 10-15 years. The upcoming release by OpenAI will be so advanced that it will replace a significant number of Master’s degree holders as well. I had anticipated this shift but will not have imagined witnessing it within just six years. Soon, companies will no longer require 10 employees; only 2-3 will handle the same workload. PhDs in all fields will become increasingly valuable, and highly skilled individuals will achieve greater success, further widening the gap of inequality. TOUGH TIMES WILL BE AHEAD FOR MOST OF THE POPULATION! #newyearnewgoal #openAI #workculture

?? My Journey Developing Meta's Fairseq2: From CLI Fixes to Advanced Evaluation During my MLH Fellowship, I had the opportunity to make significant contributions to Fairseq2, a powerful toolkit for sequence to sequence modeling. My journey was marked by several key achievements that not only enhanced the project but also deepened my understanding of machine learning workflows. ?? One of my first contributions was addressing a critical bug in the CLI. I noticed that the interface would crash when executed without arguments. I promptly opened a PR (630) with a fix, ensuring that the CLI remained stable and user-friendly even in edge cases. ?? As I delved deeper into the project, I turned my attention to the wav2vec2 model, a state-of-the-art approach for speech recognition. I created a comprehensive notebook demonstrating how to use Fairseq2 APIs to load the model and generate transcriptions from audio files. This work involved intricate data preprocessing, converting waveforms into the required SequenceBatch format, and applying the SacreBLEU evaluation metric. ?? During my work on the Fairseq2 project, I extended the create_hf_reader function to correctly pad sequences of variable lengths. This improvement was crucial for handling diverse audio inputs effectively. My mentor reviewed and approved this update, and I submitted a separate PR (706) for it. ?? Perhaps my most substantial contribution came in the form of the 'eval' CLI interface. This new interface aims to streamline the process of evaluating machine learning models, providing users with an efficient and user-friendly method to assess model performance on different tasks and metrics. This work culminated in PR (708), a significant addition to the Fairseq2 toolkit. A special shoutout to my mentor, Tuan, for his exceptional guidance and amazing support throughout this journey. His insights were invaluable in making these contributions possible. Looking back, I'm proud of the tangible improvements I've made to Fairseq2. From bug fixes to new features, each contribution has helped to make the toolkit more powerful, efficient, and user-friendly. As I continue my journey in software development, I'll carry forward the lessons learned and skills gained from this experience, ready to tackle new challenges in the world of machine learning and natural language processing. #TechJourney #MLH #META

“Only three jobs will survive AI”: Bill Gates paints a grim picture for the future of work [Energy,?Biology, and?AI system programming] https://lnkd.in/dpMRtnXS

I was chatting with a close friend of mine yesterday, and we got into some interesting tech talk. He shared something that really got me thinking. As a software engineer, he believes that with the way technology and AI are evolving, it’s crucial for parents to rethink how they invest in their kids’ careers.? He mentioned that instead of having his son spend 10 years chasing a traditional degree, he’d rather have him start learning the ins and outs of AI and using tech tools right from the 12th grade. According to him, his son could master in one year what might otherwise take a decade, simply by focusing on practical, cutting-edge skills.? He also talked about how AI isn’t just changing routines or revamping industries, it’s transforming the entire educational ecosystem, from how we learn to how long it takes to gain expertise.?Right! I really appreciated his perspective, I can see how he’s trying to set his son who’s just 6 years old now, up for the best possible future.? #sohaibhasan #ai #technology

Andrej is spot on, as usual: “The most bullish AI capability I'm looking for is not whether it's able to solve PhD grade problems. It's whether you'd hire it as a junior intern. Not "solve this theorem" but "get your slack set up, read these onboarding docs, do this task and let's check in next week". https://lnkd.in/djW7Bwyt

?? Excited to share that I’ve successfully completed a 3-day EduSkills TECH CAMP on Google AI-ML! ?? It was an incredible experience to dive deeper into artificial intelligence and machine learning, and I’m eager to apply these skills to real-world projects. As a 2nd-year engineering student, I’m always looking for opportunities to grow and expand my knowledge, especially in areas like artificial intelligence and algorithm Looking forward to connecting with like-minded professionals and exploring opportunities to collaborate and innovate in tech! ?? #AI #MachineLearning #Engineering #TechInnovation

Teaching Lab is a great organization. They do a lot of great work in research, teacher training, etc. However, the average cost of a public doctoral degree is $72,000. $101,000 for a private university. This role pays $75,000. The cost of the required degree is more than the salary. That’s a bit upsetting. No?

We are entering a new era where AI agents can deeply understand students' unique learning needs, preferences, and strengths. Imagine personalized content that not only engages students but also enhances their learning outcomes. By tailoring educational experiences, we can redefine how we approach teaching, ensuring that each student receives the attention and resources they need to succeed. I'm also hiring interns and research assistants to contribute to this exciting research. If you’re passionate about AI and education, email me at [email protected] . #AIinEducation #EdTech?#Hiring