Developer for brands and small teams · Taking on projects

Smith
Mankar

Platforms, storefronts, AI and the analytics behind them. Built end to end, then measured.

Full-stack · AI · Data analytics · Ads · 3D & video

01Platform · Sage Sparrows

SparrowOS

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

~70%more tasks shipped a month: about 30 before, 50-55 after

The SparrowOS dashboard, with sample data, on a laptop

02AI · on-device

Atlas 1.0

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

Before fine-tuningAtlas 1.0

0%25%50%75%100%Accuracyabout 50%88.6%
Show as a table
Atlas: commands understood correctly, 297 held-out cases
Before fine-tuningAtlas 1.0
Accuracyabout 50%88.6%
A glass head with a glowing network of nodes in the brain, running down the spine

03Storefronts, 3D & ads · Verte

Verte

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

37Dec197Jan150Feb0Mar10Apr33May198Jun317Jul335Aug310Sep187OctBest before160, May 2025URBN sold out
Show as a table
Verte orders a month (Shopify), December 2025 to October 2026
MonthOrders
Best before, 160, May 2025160
Dec37
Jan197
Feb150
Mar0
Apr10
May33
Jun198
Jul317
Aug335
Sep310
Oct187
The Project Karbon page on verte.co.in, its watch live in 3D

04Commerce platform · Verte

Sparrow Commerce

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

7 done4 done, waiting to go live2 being finished

Show as a table
Sparrow Commerce: 13 areas on the go-live list
StateAreas
Done7
Done, waiting to go live4
Being finished2
Sparrow Commerce with sample data: a checkout, its tax invoice and the admin dashboard, linked by one order

05Ads & analytics · four brands

Ads & analytics

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

1,603leads for a real-estate developer at ~₹183 ($2) each

THS leads since the pipeline went live, 22 July to 6 November

693 of 698 leads reached the sales sheet within 30 seconds. Half took 11 seconds or less.

6 Nov · 698 leads
JulAugSepOctNov

In the sheet within 30 seconds: 693Took longer: 5

Of the 5 that took longer, 2 took a few minutes and the nightly sweep caught the other 3, hours later. One dot is one lead, and all it holds is a date. Names and numbers stay in the client's sheet. From the pipeline's own log, test leads removed. Meta's own count for 23 July to 6 November is 692.

06Storefront, launches & ads · Alexandre Christie

Alexandre Christie

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

143stores on one map, searchable by pincode or your location

Alexandre Christie's 143 stores as glowing pillars on a 3D map of India, taller where an area has more stores

07Native apps · iOS & Android

Apps in daily use

An iOS study companion with its own sync server, and an Android NEET app with a Claude tutor.

Dailyuse since September 2026

Two phones with sample data: IITM Companion's Today screen on an iPhone, and a NEET practice question with its explanation on an Android phone
300+Verte orders a month, July to September 2026, up from a best of 160
~70%more tasks shipped a month on SparrowOS
698Meta leads delivered into sales sheets since July
36analytics reports delivered to brands
The URBN sample on Smith's desk: a black square case, a skeleton dial and a red strap, with cables behind it
After the new store went live, Verte gave me one of the two original URBN samples. This is it, on my desk.

In their words

“Since Smith took over, the leads problems are pretty much sorted.”

Abbas, Founder, THS

“Your work has genuinely increased productivity at work. Before you, I used to spend entire mornings or even days processing the leads for a batch. Your automations helped me get my time back.”

Prathamesh, Muskurahat Foundation

“These are some awesome reports and website ideas.”

Gaurav, Founder, Verte

“I would love to work with you again.”

Mitali, Designer

The work

All work ↗

About

I'm Head of Development & Analytics at Sage Sparrows, building production internal tools, automation systems, and AI-powered pipelines. My work spans frontend, backend, and data/AI, always focused on solving real problems for real teams.

More about me: timeline, stack and what I bring ↗
Smith Mankar at work, side on, in glasses and a white shirt

~70%

More tasks shipped

16→1.5h

Manual hours saved

~15

Production users

5

Platforms integrated

Start
something.

Always happy to connect and chat.

Based in India · IST (UTC+5:30) · Works remotely

hello@smithmankar.co.in

WhatsApp or call +91 89289 61893

Which describes you?

Goes straight to my inbox, with the page you came from.

Your draft stays on this device until you send it. Until then I only see rough labels, like a budget range or a job search. Privacy

Start
something.

Based in India · IST (UTC+5:30) · Works remotely

Or write it here:

Which describes you?

Goes straight to my inbox, with the page you came from.

Your draft stays on this device until you send it. Until then I only see rough labels, like a budget range or a job search. Privacy

Prefer email? hello@smithmankar.co.in · LinkedIn