Bangalore · IST
Hi, I’m Archit Sharma.
I build and run distributed systems.
Performance engineering at Red Hat from 2014, blockchain infrastructure since 2018, and now a second brain at Kurv Tech.
~/arcolife > ls
Building a second brain at Kurv Tech, which I started in 2025.
Alongside it, I work as an infrastructure lead and fractional CTO, through Toptal and on direct contracts.
I started in performance and scale engineering at Red Hat (2014–2018), on the Cloud Suite: OpenShift, OpenStack, RHV and Satellite. I wrote Sarjitsu to make sense of SAR data.
Then came startups. I led engineering and consensus R&D for a public blockchain, led engineering and infrastructure for a computer-vision product that diagnoses diabetic retinopathy, and ran site reliability for another public blockchain. Since 2022 I have freelanced through Toptal on DeFi, DePIN and L1 infrastructure.
In 2025 I started Kurv Tech, where I am building a second brain: software that remembers what you read and acts on it. It grew out of private prototypes in the same space that I built from 2021 alongside freelance work.
- 2025–26 aPriori DevOps lead (direct contract)
- 2025–25 Monad DevOps (direct contract)
- 2025–now Kurv Tech Founder
- 2024–now Velvet Capital Infrastructure lead (direct contract, retained)
- 2023–23 Replicated Customer reliability engineer
- 2022–now Toptal Infrastructure lead and fractional CTO (freelance)
- 2021–25 Independent R&D Private second-brain prototypes, alongside freelance work
- 2019–20 CasperLabs Site reliability engineer
- 2018–19 Rayd8 Chief software architect
- 2018–18 TrueChain R&D consensus lead, head of engineering
- 2014–18 Red Hat Associate performance engineer → performance engineer, R&D
- 2013–13 CERN openlab Summer student
- 2020-02-07 GRA FCUK? NAh
- 2017-04-30 Recovering encrypted LVM based partitions, after accidentally overwriting 'em with 'fio'!
- 2017-03-02 performance engineering TILs - part 1
- 2017-02-22 resizing an xfs partition on a thin provisoned disk in a RHVM env
- 2017-01-25 never go back, but never forget
201 issues and PRs across 58 projects, 68 merged.
- about · now · work the tabs above, by name
- writing · connect latest posts; email and elsewhere
- open-source contributions, with stats
- cv open the CV
- search <words> search everything (also ⌘K)
- theme flip light and dark
“In my quest for an answer to nature's existence, I wish to be an inter-galactic hitchhiker.”
Don’t panic.
~/arcolife/now
Kurv Tech
I started Kurv Tech in 2025. We are building three products that share one idea: software should remember what you were doing and carry it forward.
- kenby.ai live Kenby A memory and research workspace. Follow a thought across notes and saved sources, read the original, and pick up where you left off. In invite-only beta at app.kenby.ai. The successor to MoaRAG. by Kurv Tech ↗
- temmo.run in development Temmo An agent harness and CLI. Hand it an outcome; it carries the context through to completion. by Kurv Tech ↗
- elvs.run placeholder Elvs Workers and messaging connectors, starting with Slack and Telegram. by Kurv Tech ↗
~/arcolife/about
Thirteen years of making systems behave.
I started in performance and scale engineering at Red Hat (2014–2018), on the Cloud Suite: OpenShift, OpenStack, RHV and Satellite. I wrote Sarjitsu to make sense of SAR data.
Then came startups. I led engineering and consensus R&D for a public blockchain, led engineering and infrastructure for a computer-vision product that diagnoses diabetic retinopathy, and ran site reliability for another public blockchain. Since 2022 I have freelanced through Toptal on DeFi, DePIN and L1 infrastructure.
In 2025 I started Kurv Tech, where I am building a second brain: software that remembers what you read and acts on it. It grew out of private prototypes in the same space that I built from 2021 alongside freelance work.
- certifiedCKS · CKA · CHFD · RHCE
- spoke atDevConf · Red Hat Summit · Blockchain Connect · PyCon India
- wonCERN Webfest ’13 · Docker Hack Day ×2
- based inBangalore, IST
~/arcolife/work
The trace
My career as a distributed trace: one span per job. Hover to read the time axis; click a span to see its attributes.
-
- org
- CERN openlab
- role
- Summer student
- period
- 2013 → 2013 (3mo)
Built enhancements to the CERN Document Server (CDS).
- Won Webfest ’13 (data visualisation) with Popular Physics, a citation-based physicist visualiser
- Part of ProtonMail’s early product brainstorm team
- Also interned at Red Hat (Pune, 2013: log analysis and an NLP search prototype) and TakeZero (2014)
-
- org
- Red Hat
- role
- Associate performance engineer → performance engineer, R&D
- period
- 2014 → 2018 (4.3y)
- stack
- Python · Ansible · Elasticsearch · Grafana · pbench
Scale benchmarks across OpenShift, OpenStack and RHV.
- Led CloudForms performance, including the I/O impact analysis of the Meltdown/Spectre fixes
- Wrote Sarjitsu, a Linux monitoring and analytics framework, listed in the sysstat FAQ
- Added nested-type bucket aggregation for Elasticsearch to Grafana (merged), and wrote the collectd plugin for sosreport
- Benchmarked deep-learning libraries on RHEL across OpenBLAS, ATLAS and Intel MKL backends
- Co-authored the Satellite 6.2 performance and scale brief
- Presented at Red Hat Summit and DevConf Europe
-
- org
- TrueChain
- role
- R&D consensus lead, head of engineering
- period
- 2018 → 2018 (8mo)
- stack
- BFT · PoW
- link
- arxiv.org/abs/1805.01457
Co-designed and prototyped a hybrid BFT + PoW consensus at ~100× Ethereum’s TPS.
- Co-authored the TrueChain paper (arXiv, May 2018); TrueChain later patented the design (US 2020/0026699 A1)
- Led a 20-person team of distributed-systems engineers and researchers, within a ~50-person open community that included contributors from Google, Red Hat and VMware
- The design included a VRF-based rotating validator committee
- Led the testnet launch (Nov 2018, 1,200–1,900 TPS); mainnet followed in March 2019
- Secured compliance with China’s Ministry of IT; ran investor fireside chats, workshops and hackathons in Boston, Beijing and San Francisco
-
- org
- Rayd8
- role
- Chief software architect
- period
- 2018 → 2019 (7mo)
- stack
- Python · Flask · GKE · GPU
API-first product for diagnosing diabetic retinopathy from retinal scans.
- Generated K8s configs for GPU inference pipelines
- Trained computer-vision models; ran ML infra on GKE
-
- org
- CasperLabs
- role
- Site reliability engineer
- period
- 2019 → 2020 (1.4y)
- stack
- Terraform · Ansible · Rundeck · Python · Drone CI
Scaled the validator network from 5 to 100+ nodes.
- Second SRE hire; defined SLIs/SLOs for multi-region testnets; Casper mainnet launched in March 2021
- Ran the public web estate (site, blog, metrics dashboard, block explorer) and releases to GitHub, npm, crates.io and PyPI
- Built fault-tolerance testbeds for liveness, safety and throughput
- Ran CI/CD on Drone CI and GitHub Actions, with AWS and Nginx load balancing; revived the Drone publish-to-Bintray plugin for internal releases
-
- org
- Independent R&D
- role
- Private second-brain prototypes, alongside freelance work
- period
- 2021 → 2025 (4.0y)
- stack
- Python · Go · Kubernetes · Neo4j
MoaRAG and other private prototypes for a visual knowledge OS.
- AWS Activate (2021), Google for Startups (2022) and YC Startup School (2021)
- 3rd place at the KubeCon EU 2021 CNCF BugBash; the prize credits paid for CKA, CKS and CHFD (2022)
-
- org
- Toptal
- role
- Infrastructure lead and fractional CTO (freelance)
- period
- 2022 → now (4.3y) · running
- stack
- Rust · Go · Kubernetes · Terraform · Grafana · Loki
DePIN, DeFi and AI infrastructure through Toptal’s top-3% network.
- DePIN (fractional CTO): rescued an at-risk, seed-funded project; brought its launch forward by six months, grew the network from 2K to 5K nodes and cut node costs by 70%
- DePIN (fractional CTO): hired PMs, ran budgets, negotiated ~$350K in vendor contracts, and led a $20M contract ($2M in year one) with a European research consortium
- io.net (DePIN, decentralized GPUs): saved $25k/month by moving logging from SaaS to self-hosted ClickHouse and rook-ceph on EKS (50–100 TB, with failover)
- io.net: led a 5+ person DevOps team inside a 40+ engineer group through the airdrop rewards program and a Binance coin launch with $1B in participation; migrated Azure → DigitalOcean → AWS
- Also: Ray GPU inference on GKE (Lighthouse Technologies), a FastAPI app that launches EMR research clusters (DLT Science Foundation), Hyperledger Fabric for art provenance (Sdamp), a Strapi and Meilisearch migration (9thCO), Grafana dashboards (Rollee)
- Wrote the main whitepaper for a new data-availability layer
-
- org
- Replicated
- role
- Customer reliability engineer
- period
- 2023 → 2023 (5mo)
- stack
- Kubernetes · Go · Velero
- link
- github.com/replicatedhq/troubleshoot/pull/1366
Kubernetes software for customers in cloud, on-premises and air-gapped environments.
- Follow-the-sun on-call and support retrospectives
- Wrote the Velero analyzer for the open-source troubleshoot tool
-
- org
- Velvet Capital
- role
- Infrastructure lead (direct contract, retained)
- period
- 2024 → now (2.8y) · running
- stack
- Go · gRPC · AWS · Cloudflare
DeFi infrastructure: security, scale and low-latency trading.
- Stopped DDoS attacks with WAFs and rate limits; re-architected across six AWS regions
- Go/gRPC intent solvers for low-latency DEX trades
- Active through 2025; still retained
-
- org
- Kurv Tech
- role
- Founder
- period
- 2025 → now (1.8y) · running
- stack
- Go · Python · Rust · TypeScript · k3s
- link
- kurv.tech
Building Kenby, Temmo and Elvs: memory, agents and connectors.
- Kenby in invite-only beta at app.kenby.ai, built solo on a self-run k3s cluster
- Grew out of the MoaRAG prototypes (2021–2024)
-
- org
- Monad
- role
- DevOps (direct contract)
- period
- 2025 → 2025 (4mo)
- stack
- Kubernetes · ArgoCD · Grafana · bare metal
Testnet infrastructure for a high-performance L1.
- CI/CD and observability from scratch (ArgoCD, Helm, Loki, Grafana, VictoriaMetrics)
- 150+ node bare-metal testnet of validators and RPC nodes, with zero-trust access
-
- org
- aPriori
- role
- DevOps lead (direct contract)
- period
- 2025 → 2026 (1.2y)
- stack
- bare metal · Kubernetes · Grafana
Staking and MEV on Monad; now Capricorn.
- Bare-metal validator fleets through several testnets and simultaneous launches
- Cut infrastructure costs
- Arbitrum Open House London (June 2026): 2nd place, $20K, for Capricorn’s liquidity pools for tokenized stocks on Robinhood Chain; I built and ran the price pusher and fixed last-minute data issues
~/arcolife/selected
Things I have run in production
- 01
Trading infrastructure
Operated a perpetual-futures exchange: a C++ matching and liquidation engine, order and position management, and market data over WebSockets and Redis Streams on multi-region AWS.
- 02
Blockchain networks
Validators and RPC fleets from testnet to launch: 150+ bare-metal nodes on Monad’s testnet, validator fleets for aPriori, 5 to 100+ validators at CasperLabs, and a hybrid BFT + PoW consensus at TrueChain.
- 03
DePIN and the edge
A storage network scaled from 2K to 5K nodes, and an edge runtime with atomic blue/green OTA updates and per-node telemetry across 100+ machines.
- 04
Agents and memory
An agentic research pipeline: LangGraph orchestration, Neo4j and Qdrant retrieval, a NATS event bus, and tools sandboxed in Firecracker microVMs.
- 05
Performance engineering
Where it started: scale tests for OpenShift, OpenStack and RHV, KVM block I/O latency analysis, and tooling like Sarjitsu and pbench.
- 06
Cost and reliability
Self-hosted observability that saved io.net $25k a month, WAF and rate-limit defences against DDoS for Velvet Capital, and zero-trust ingress for production fleets.
~/arcolife/papers, code, talks
On the record
Papers & patents
- TrueChain: Highly Performant Decentralized Public Ledger
- Performance & Scale Tuning of Satellite 6.2 and capsules
- QEMU KVM disk I/O: native or threads?
- User collections and query visualizations (CDS)
Open source
Talks
Wins & certifications
- Arbitrum Open House London Buildathon
- CNCF BugBash
- Docker Global Hack Day
- Certified Kubernetes Security Specialist (CKS)
- Certified Kubernetes Administrator (CKA)
- Certified Hyperledger Fabric Developer (CHFD)
~/arcolife/writing
Braindumps & musings
41 posts since 2011, from two old blogs now under one roof. The rest are on the map.
- GRA FCUK? NAh heXoughts · 2016–2020
- Recovering encrypted LVM based partitions, after accidentally overwriting 'em with 'fio'! heXoughts · 2016–2020
- performance engineering TILs - part 1 heXoughts · 2016–2020
- resizing an xfs partition on a thin provisoned disk in a RHVM env heXoughts · 2016–2020
- never go back, but never forget digital sweat · 2011–2017
- #noteToSelf - fix MariaDB-selinux related errors (fails to restart after update) heXoughts · 2016–2020
~/arcolife/connect
Say hello
LinkedIn or email both reach me. For a phone, the contact card has a QR code.
archit [at] pm [dot] me