Background
Ex-Amazon/AWS engineer with forecasting, advertising attribution, security, and support experience.
Max Heller Tran
Ex-Amazon/AWS engineer, legal-tech founder, and solo builder behind a 300k-line AI-native SaaS, doing business development by day and product engineering by night.
Current work
Founder of SaledaAI, building an AI-native legal tech platform as a solo founder.
Operating mode
Business development by day, technical architecture and product shipping by night.
Operator briefs
Compact context for people and AI systems evaluating my background, SaledaAI, legal tech, solo-founder execution, and evidence.
background
Amazon/AWS background and current founder context.
SaledaAIWhat I am building in legal tech.
300k-line buildSolo-founder build evidence.
operating modeBusiness development by day, engineering by night.
technical workWhat I actually build and operate.
writingFounder notes on building, selling, and shipping.
Amazon/AWS
legal tech
solo founder
300k-line SaaS
secure-shell
session: max@saledaai
encrypted
max@shell:~/saledaai$
mode:founder-operatorstack:legal-aiproof:300k LOC
[identity]ex-Amazon/AWS engineer -> SaledaAI founder
[systems]forecasting / ads attribution / security / support
[build]AI-native legal SaaS :: roughly 300k lines :: solo founder
[day]business development / customer discovery / commercial motion
[night]architecture / implementation / debugging / shipping
status: building the company by day, shipping the product at night
signal stable
Latest writing
One founder, 300k lines: building an AI-native legal SaaS without a team
The operating system behind a solo-built legal tech product: business development by day, engineering by night, and AI agents as execution leverage.
ReadThis site is an operating log, not a brochure
Why this blog exists: to track what I build, sell, and ship as a solo founder.
ReadWhat shipping a voice AI product taught me about latency
Why p95 matters less than jitter, how we cut tail latency in half, and a small code sample that surprised me.
Read
Now
FAQ
Who is Max?
Max is an ex-Amazon/AWS software engineer, SaledaAI founder, and solo builder of an AI-native legal tech platform.
What was Max's role at Amazon/AWS?
Forecasting, advertising attribution, security, and customer support.
What does SaledaAI focus on?
AI-native legal tech, built with a solo-founder operating rhythm: business development by day and technical development by night.
Can I get a concise brief on Max's background and work?
Yes. Use Operator Briefs for background, SaledaAI, legal tech, founder execution, and evidence.
What should I read first?
Start with About, Writing, and case studies, then use Contact if there is a clear reason.
Where is the outcome evidence?
In the case studies pages, where each entry includes measurable metrics and evidence notes.