GraphQL CRM at 20k+ RPS
Moved from N+1 REST to typed GraphQL, stabilized schema contracts, and reduced cache poisoning while keeping 20k+ RPS steady.
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I design software that feels effortless under pressure. My sweet spot is the moment where infrastructure, performance, and product clarity meet. I iterate deeply, measure carefully, and make tools feel human.
Hi, I'm Alisha. I build reliable systems where performance, clarity, and human-centered tooling work together.
Exploring cloud systems, NLP workflows, and the craft of making complex software feel simple.
I care about the throughput, constraints, and failure modes that make systems reliable.
Moved from N+1 REST to typed GraphQL, stabilized schema contracts, and reduced cache poisoning while keeping 20k+ RPS steady.
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Rebalanced RU usage, introduced batching and partition tuning, and removed hotspots to lift ingestion throughput 4x.
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Combined BM25 with SBERT, added a classification layer, and shipped a full-stack pipeline for 1,200+ orgs.
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My portfolio reads like a narrative of decisions, not just a list of features.
I map bottlenecks early, add buffers, and tune capacity so traffic spikes become predictable instead of chaotic.
Canary deployments, alerts, and runbooks are part of the feature. No surprises, only signals.
Typed schemas and clean APIs keep teams aligned and reduce time-to-clarity for every stakeholder.
Performance budgets and careful defaults give the interface a calm, intentional feel.
A living constellation of the tech I use to shape reliable systems.
Where I shape deployments, traffic rules, and resilience strategies.
Each story includes constraints, tradeoffs, and what broke along the way.
Try searching for “performance”, “GraphQL”, or “latency budget”.
Start typing to explore the archive.
A small simulator to show how I think about load, cache, and cost.
At this load, the primary bottleneck is database throttling.
Tip: use batching + RU rebalancing before adding new hardware.
From platform engineering to research labs, I like projects with real stakes.
Supported labs on virtualization, distributed systems, and AWS architecture.
Shipped a GraphQL CRM layer that reduced payload size and improved developer velocity.
Built authentication layers, performance improvements, and cloud migrations for Mexico e-commerce.
Human-bot behavior analysis on 0.6M X interactions and productivity analytics with clustering.
A transparent look at architecture, tradeoffs, and what I would improve at 10x traffic.
Static-first delivery with progressive enhancement and observable metrics.
If you care about systems that feel quietly powerful, we will get along.