https://sudonull.com/clickhouse-materialized-views-nuances-and-solutions
How MV Works in ClickHouse? Critical Differences from Classical DBMS, UPDATE/DELETE Limitations and Best Practices. Learn How to Avoid Design Errors.
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In this project
https://sudonull.com/ai-implementation-in-the-cloud-real-problems-and-solutions-k2-cloud
Analysis of Key Barriers to AI Implementation in Cloud Environments: Data Quality, GPU Shortage, Security. Practical Recommendations from K2 Cloud 2026 Conference Experts.
https://sudonull.com/etl-architecture-asapbi-trino-spark-airflow-for-data-engineers
How asapBI combines Trino, Spark, and Airflow into a single interface for ETL processes. Code autogeneration, orchestration, and Open Source solutions for data engineers.
https://sudonull.com/integration-of-legacy-bowling-equipment-challenges-and-solution
How to extract data from legacy bowling equipment? We analyze three years of attempts to integrate the pinsetter with a mobile app. Key problems and a working solution through reverse engineering.
https://sudonull.com/distribution-shift-in-ml-diagnosis-and-solution-data-science
How to Detect Distribution Shift in Production Using PSI and Statistical Tests. Model Adaptation Strategies. Learn Data Drift Monitoring Methods.
From other projects
https://ymaho.com/smart-drugs-for-cancer-and-hiv-development-by-siberian-scientists
Institute of the Siberian Branch of the Russian Academy of Sciences creates therapeutic oligonucleotides — molecules that switch off cancer and HIV genes. The development of phosphorylguanidines promises treatment without side effects. Learn how Russian genetic engineering bypasses Western patents.
https://ymaho.com/personalized-crispr-therapy-saved-an-infant-in-vivo-breakthrough
A child with the ultra-rare CPS1 mutation survived thanks to personalized CRISPR therapy in 6 months. Learn about the breakthrough in genetic engineering and N-of-1 platforms.
https://ymaho.com/epigenome-editing-of-aging-results-of-synbiobeta-2026
At SynBioBeta 2026, cell stability engineering was presented: AI mapping of aging and proteostasis editing for treating age-related diseases. Learn the details of the breakthrough.
https://ymaho.com/skin-biohacking-review-of-dermalogica-futurecode-serum
Analysis of the new Dermalogica FutureCode Booster Serum: transition from clean beauty to molecular engineering. Learn about Teprenone, NAD+, and the future of cosmeceuticals.
https://ymaho.com/card-fraud-a-worrying-trend-of-2025
Why the 30% increase in average damage from card fraud threatens everyone. How to protect yourself from social engineering and physical attacks. Practical tips.
https://ymaho.com/microrobots-for-microsurgery-analysis-of-the-concordia-breakthrough
Soft microrobots created for removing blood clots. Real analysis: in vitro engineering vs clinical trials. Read expert assessment of the technology.
https://ymaho.com/reverse-aging-in-japan-anti-aging-replaced-by-a-new-trend
Japan is moving from anti-aging to reverse aging. Technologies for removing senescent cells, cell engineering and a new market. Find out who wins.
https://ymaho.com/rna-editing-with-light-crispr-cas13d-for-deep-tissues
Scientists created a photoactivatable system paCas13d with nanoparticles. The technology cured bone necrosis in mice without harming systemic therapy. Learn how IR light controls genes at tissue depth.
https://ymaho.com/gene-therapy-of-aging-in-the-russian-federation-rage-blockade-and-sarcopenia-exosomes
Russian scientists are creating the world's first anti-aging drugs: RAGE gene blocker and exosome rejuvenation. The Ministry of Education and Science promises clinical use by 2030. Learn how transplantation of 'young' vesicles restores muscles and why the budget exceeds 2 trillion rubles.
https://ymaho.com/in-vivo-gene-editing-phase-3-of-hae-therapy-successful
First ever successful phase 3 in vivo gene editing: lonvo-z therapy reduces HAE attacks by 87%. Learn about the breakthrough and discontinuation of prophylaxis.
From the web
Structural Engineering
https://jobs.lever.co/ans
Job openings at ANS On-site — Full-Time Overland Park, Kansas / Chandler, AZ / Austin, TX / Charlottesville, VA / Columbus, OH / Raleigh, NC / South Plainfield, NJ / Denver, CO
ERG - Entry Level Engineers/Scientists/Chemists/Technicians
https://jobs.lever.co/erg/e1c34ead-a5f9-4d6d-b686-7d347f2051ae
ERG is hiring enthusiastic and highly motivated entry-level engineers, scientists, chemists, and technicians to provide technical support in the development, design, and execution of research projects for the U.S. EPA’s Office of Research and Development. Research activities may include decontamination and consequence management research; development and validation of measurement methods ...
Entry Level Transportation Engineer - December 2026
https://jobs.lever.co/amtengineering/16add832-77b3-4e48-a1dd-c5a7a9555104
AMT is growing and is seeking a highly motivated Entry Level Transportation Engineer to join our growing Transportation team of design professionals in our Richmond, VA office. This is an excellent opportunity to work on challenging projects, develop your career, and seek advancement as a Transportation Engineer. This position offers a competitive salary and benefits along with the opportunity ...
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