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NARESH-CN2

Systems Architect focused on low-latency engineering. Founder of r/AxiomSystems. Currently bridging Python and C to build high-integrity data engines. Obsessed with performance and memory safety. 🚀

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Bypassing the "Pandas RAM Tax": Building a Zero-Copy CSV Extractor in C
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Bypassing the "Pandas RAM Tax": Building a Zero-Copy CSV Extractor in C

#c #python #dataengineering #performance
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2 min read
Abolishing the "Python Tax": How I hit $3.06 \text{ GB/s}$ CSV Ingestion in C 🧱🔥
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Abolishing the "Python Tax": How I hit $3.06 \text{ GB/s}$ CSV Ingestion in C 🧱🔥

#c #performance #dataengineering #distributedsystems
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Stop Paying the "Python Object Tax": 10M Rows in 0.08s with C and Parallel mmap
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Stop Paying the "Python Object Tax": 10M Rows in 0.08s with C and Parallel mmap

#python #programming #c #performance
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How to Bypass the Pandas "Object Tax": Building an 8x Faster CSV Engine in C
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How to Bypass the Pandas "Object Tax": Building an 8x Faster CSV Engine in C

#python #performance #dataengineering #datascience
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2 min read
How I cut Python JSON memory overhead from 1.9GB to ~0MB (11x Speedup)
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How I cut Python JSON memory overhead from 1.9GB to ~0MB (11x Speedup)

#python #c #performance #dataengineering
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2 min read
Python was too slow for 10M rows—So I built a C-Bridge (and found the hidden data loss)
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Python was too slow for 10M rows—So I built a C-Bridge (and found the hidden data loss)

#python #cpp #performance #dataengineering
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2 min read
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