David Byman

🔬💡 Unveiling GoT-ChA: Revolutionizing Genetic Insights! Researchers from Weill Cornell Medicine and the New York Genome Center have developed a groundbreaking method to study how gene mutations affect DNA packaging and lead to epigenetic changes linked to cancer. Published in Nature, this innovative approach, dubbed "Genotyping of Targeted loci with single-cell Chromatin Accessibility" (GoT-ChA), provides a detailed view of cellular changes at the single-cell level. This powerful tool is set to revolutionize our understanding of the genesis and progression of cancers and other diseases. Dive into the future of genetic research! 🧬🔍 #Genetics #CancerResearch #InnovativeScience

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Carta's data is ....off? Coastal Recruiting communicates with hundreds of engineers weekly, primarily in New York and San Francisco. We consistently encounter software engineers with 2-6 years of experience requesting base salaries between $180,000 and $250,000, plus equity. Perhaps "misleading" is a better term, as I frequently hear founders saying, "But Carta indicates we can hire this engineer for $140,000 to $160,000." We then observe Seed/Series A companies paying $200,000 to $300,000 for top talent. The disconnect may stem from the fact that companies raising funds from Sequoia, Khosla, Founders Fund, Lightspeed, a16z, KP, Greylock, Index, NEA, Lux, and others are not seeking what 95% of the companies providing data to Carta are seeking. These companies are looking for the top 0.01% of engineers. I say all this while also acknowledging my appreciation for Carta. I value the data and charts it provides, but it's important to remember: "There are three kinds of lies: lies, damned lies, and statistics."

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Are you ever intimidated by technical job specifications? Discover why big tech interviews often differ from the small tech jobs they offer, and why companies should rethink their technical role descriptions. Dive deeper into these insights at https://lnkd.in/ezx5gx6S

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While there’s a push to create fully autonomous software development agents like Devin, Devika, and others, I firmly believe that human developers are irreplaceable. They need, and deserve, superior tools that boost their productivity and efficiency—this is exactly what Radhey offers. I am thrilled to introduce Radhey Shyam Meena 's latest creation, “Radhey” — an AI co-pilot for Visual Studio designed to tackle bug fixes, write unit tests, and much more. This isn’t just a simple tool; it’s built with intricate logic and contextual understanding to enhance developer productivity. Radhey has masterfully incorporated core principles of AI development such as explainability, accessibility, and transparency into this project. As a foundation for an AI-driven platform aimed at boosting developer efficiency, Radhey has been generously open-sourced. This project was developed as part of a cohort focusing on AI-led product innovation, and we couldn’t be prouder of what Radhey has achieved. Please show your support for this groundbreaking tool by liking it on Product Hunt and GitHub. Let’s support our fellow builders in creating transformative tools! #productmanagenent #productbuilders #product

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I'm excited about this start to standardize geoparquet with embeddings! Vector embeddings enable change detection, natural language search, clustering, and more. Scaling this to datasets with millions of items involves "chipping" images into _billions_ of smaller pieces. By storing GeoParquet Embeddings in the cloud with proper partitioning, we can achieve queries in seconds* using the right tools. *Clustering might take a bit longer, but natural language search could be nearly instantaneous.

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"Integrating artificial intelligence into today's environmental control systems could reduce energy consumption for indoor agriculture by 25%—potentially helping to feed the world as its population rises, Cornell engineers have found. "If we incorporate AI into agricultural plant factories—large-scale indoor farms with complete lighting and climate control—all around the world, we can facilitate crop photosynthesis, transpiration and respiration in these buildings," said Benjamin Decardi-Nelson, a postdoctoral fellow in the laboratory of Fengqi You, the Roxanne E. and Michael J. Zak Professor in Energy Systems Engineering in Cornell Engineering. "We can expect to see substantial energy reduction while amplifying efficiency and a savings of precious resources."" #indoorfarming #ai #agriculture #foodproduction

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