SWAPNIL BISWAS
REC · Signal Lab
Senior Product Marketing Manager · LambdaTest Instrument 23 · Signal Lab
CH1 · CAREER · 2.0 V/DIV TRIG · AUTO

The marketer
who ships

ACQUIRING…
noise → signal · scroll to lock
TIME/DIV 1.0 s V/DIV 2.0 v SAMPLE --% SRC CH1

I build the agents, sites and SEO systems behind 657K+ leads and 18.2M+ in organic traffic - not just the decks that describe them. A product marketer who actually engineers the growth.

Scroll to resolve the signal
0+
AI agents & internal tools shipped
CH-A · locked
0+
Marketers mentored & levelled up
CH-B · locked
0
Long-form articles published
CH-C · locked
— 01 / Inputs

What I do

Four channel inputs
one operator
CH · 01
Product Marketing & GTM
Positioning, launches, battlecards and sales enablement for B2B SaaS.
CH · 02
Growth, SEO & AEO
Technical audits, AI-search optimization and demand gen that compounds.
CH · 03
AI & Automation
I build the agents and internal tools that do the work - 20+ shipped.
CH · 04
Building in public
This site, 8 free tools and 76 articles. Shipped systems, not slide-ware.
— 02 / Captures

Signal captures

Acquired waveforms
2019 - 2026
— 03 / Calibration

Recognition & brands

Calibration stamps
verified output
Value of Agility AwardLambdaTest, 2024
Wall of FameLambdaTest
#1 Product of the DayProduct Hunt
Trusted by teams at
LambdaTestTestMu AISamsungMedilifeLido LearningAppknox
— 04 / Spec sheet

About the operator

Mumbai, India
Swapnil Biswas

I treat my own career like a product - positioned, measured and shipped. Seven years in marketing, four deep in B2B SaaS.

Based
Mumbai, India
Tenure
7+ years marketing · 4+ in B2B SaaS
Education
Postgrad in Digital Marketing & Growth Strategy, IIM Visakhapatnam
Practice
PMM & growth strategist who codes AI agents, ships websites and runs technical SEO
Channel open · ready to transmit
swapbiswas.marketing@gmail.com  ·  LinkedIn