All work

Platforms, storefronts, AI and the analytics behind them. Each entry opens into the full story and everything inside it.

SPARROWOSDashboardTasksChatCalendarMailDriveKPIsAnalytics

TO DO

Cosmic
Crystal GLB pass

THS
Lead form audit

IN REVIEW

Verte
Diwali carousel

SE
Size chart

SHIPPED

AC
Airport locator

Platform · Sage Sparrows

SparrowOS

The operations platform a 15-person agency runs on, on the web and as a native Mac app.

~70%more tasks shipped

Web appMac appWindows planSparrowCryptoMail & DriveAdPilotMCP serverLead and cart pipelinesWarranty claims

mark the Diwali carousel shipped

task SS001 · Diwali carousel

status shipped

confirm twice

297 held-out cases · 34 models benchmarked

88.6% vs about 50% before

AI · on-device

Atlas 1.0

A 2B model fine-tuned on Apple MLX, so SparrowOS understands plain English on each Mac.

88.6%on 297 held-out cases

Atlas 1.0Local LLM evaluation

Storefronts, 3D & ads

Verte

Two stores rebuilt and run end to end, launches in 3D, and Meta ads judged on Shopify orders.

160 → 300+orders a month

India storeGlobal storeLaunch pagesKarbon 3D viewerTitanium 383D stageProfit appCheckout extensionLaunch emailsJogging spot gradeLanded costReddit reviewProposals

SPARROW COMMERCEOverviewOrdersProductsCustomersDiscountsReviewsGSTProfit

ORDERS · BOTH STORES

#1042URBN Black
Stripe · USDPaid

#1041Karbon 002
UPI · INRPaid

#1040URBN Steel
Card · INRPacked

#1039Strap, rubber
Stripe · USDShipped

GST invoice
CGST + SGST split · GSTR-1 export ready

Commerce platform · Verte

Sparrow Commerce

A commerce platform so Verte can leave Shopify: admin, storefront API, its own checkout and GST.

11 of 13areas built

Storefront, launches & ads

Alexandre Christie

The Indian store rebuilt almost from scratch: every product page, a map of its stores, launches in 3D.

143stores on one map

StorefrontCosmicBlack ForgeReviews migrationWatch cutoutsCrystals and moonStudio rotoUnboxing grade

Brand performance report HTML + ONE-PAGE PDF

Reports delivered36

THS leads, Apr to Oct1,603

Cost per lead~₹183

Leads synced to sheets698

Verte, Jun to Aug10 to 12xShopify sales against Meta spend

Four brands

Ads & analytics

Meta ads, and reports that check their own numbers, for watch, apparel, real-estate and EV brands.

1,603leads at ~₹183 ($2) each

Meta adsBrand reportsCustomer audiencesSEOCompetitor methodQ4 market briefHarboChargeLead auditThree market studies

Shopify

More Shopify stores

Season Earth's linen menswear store and its analysis, plus Helios, Wayo and Somedays.

29 vs 15Season Earth orders, Sep and Oct against Jul and Aug

Season EarthSeason Earth analysisShot matchingHeliosWayoSomedays

Web

Websites

The agency site, two real-estate launches, a Figma-exact marketing site and a film studio.

Sage SparrowsBeyond HorizonRamee BlueNeckTHS legal pagesWatchQubeAbundantia

// Claude, with my MCP servers

sparrowos.query_metric(brand: "verte")

sparrowos.report(period: "last_28d")

reddit_ads.get_report(account)

// plus a 133-skill analytics toolkit

Tools

Claude & dev tools

Analytics skills and MCP servers for Claude, and a Git extension the team works in.

Analytics skillsAnalytics ToolkitReddit Ads MCPSparrow Git

Media

AI, video & media

A photo-to-listing pipeline, local Hinglish transcription, beat-timed captions and product shoots.

Product-shoot pipelineHinglish transcriptionKinetic captionsPhotoshootsEffectCraft fix

Apps & home lab

Personal & college

A NEET prep app, an iOS study companion, a work log, a home lab and a house design.

NEET prepIITM CompanionMinutesHome automationHome serverHouse designSatisfactory plannerKnowledge graphAttrition predictorMovie dataset

// ML lead rating · Muskurahat

embed("passionate about social impact") 0.92

embed("idk lol my mom told me") 0.23

// 1,240 labelled · about 89% match

Nonprofit

Muskurahat & nonprofits

Applicant rating, a fundraising bot and outreach automation for a nonprofit's internships.

ML lead ratingLeaderboard botWhatsApp outreachApps Script suiteInternshala automationInternship SOPCareGuru spec