Manmohan Labh

Co-Founder

Bengaluru, Karnataka, India4 yrs 8 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Built TARMAC, an AI travel intelligence platform.
Led A/B testing initiatives improving conversion rates by 18%.
Awarded I-ACE National Winner for innovative medical technology.

Stackforce AI infers this person is a Full-Stack Engineer specializing in AI-driven solutions for the travel industry.

Contact

Skills

Core Skills

Ai AutomationBackend InfrastructureReactNode.jsData StructuresJavascriptAdobe XdFigma

Other Skills

GPS trackingTypeScriptOkta SSOExperimentation SystemsNext.jsProgrammingSoftware DevelopmentDesign SystemsObject-Oriented Programming (OOP)JavaScript FrameworksReact.jsAmazon Web Services (AWS)SQLPythonJava

About

I’m a full-stack engineer currently focused on building AI-native systems and autonomous workflows. Previously worked at Postman, where I contributed to developer-facing products at scale. I hold a degree from IIT (ISM) Dhanbad and am an I-ACE National Winner and a GYTI Awardee for building an EEG-controlled medical bed. Over the last 6+ months, I built TARMAC — a mobile-first travel intelligence platform featuring badge systems, XP mechanics, geo-tagged journeys, and a Supabase-powered backend architecture. In February, I transitioned from my full-time role to focus intentionally on: - AI system design (agents, orchestration, memory) - Local model deployment and evaluation - Backend infrastructure for AI products - Rapid prototyping of AI tools Current focus: building and shipping practical AI tools while deepening expertise in modern AI stacks. Portfolio: https://labhmanmohan25.github.io/portfolio/

Experience

4 yrs 8 mos

Total Experience

1 yr 5 mos

Average Tenure

1 yr 3 mos

Current Experience

Postman

Software Engineer Fullstack

Apr 2025 – Feb 2026 · 10 mos · Hybrid

Worked across Trials & Experimentation and Monetization, building revenue-critical systems for a platform serving 30M+ developers globally.
Key Contributions:
Led A/B experimentation initiatives across trial and upgrade funnels, contributing to an ~18% improvement in free-to-paid conversion across targeted cohorts.
Played a key role in migrating authentication to Okta SSO across the organization, supporting 1,000+ internal users and securing high-volume production transactions across the Postman application.
Unified fragmented pricing and checkout surfaces into a centralized architecture, consolidating traffic (100% flow centralization), improving UX consistency, and enabling marketing-owned plan management.
Re-architected experimentation and engagement tracking pipelines by consolidating duplicate experiment loads, reducing client-side overhead, and improving page load time by ~30% in monetization-critical flows.
Tech Stack: React, TypeScript, Node.js, Okta SSO, Experimentation Systems

ReactTypeScriptNode.jsOkta SSOExperimentation Systems

Travelwithtarmac

Founder & CTO

Feb 2025 – Present · 1 yr 3 mos

I lead the technical architecture and product engineering for our closed-loop AI ecosystem. Leveraging five years of experience building scalable systems at Postman, I am architecting a platform that bridges the gap between "chat" and "action" by integrating real-time spatial data and group social context. My work focuses on building a proprietary data moat—including battery-optimized GPS tracking and proactive AI agent layers—that allows Tarmac to sense and react to a traveler’s environment in real-time. Whether it's patenting medical tech or scaling Tarmac’s infrastructure, my goal is to prove that a proactive, engineering-first approach can fundamentally change the unit economics of the travel industry.

Innovaccer

Software Development Engineer 2

Jun 2024 – Apr 2025 · 10 mos · On-site

Led the License Manager platform mid-project, consolidating clinical assets, data assets, provider hierarchies, and value-based care
contracts. Streamlined operations for 50+ organizations, boosting efficiency and user experience by 30%
Designed and implemented the Patient Reference feature, enabling 1,600+ healthcare organizations across the U.S. to securely share
patient data within chat on web and laptop applications. Integrated advanced search filters and APIs, cutting data-sharing time by 70%.
The feature streamlined workflows, improving communication and accelerating patient care services
Strengthened code quality by conducting rigorous testing and debugging, reducing the bug rate by 15%.
Engineered and maintained three microservices within the Microfrontend architecture using React and a Backend-for-Frontend (BFF)
approach, ensuring modular and scalable application development.
Optimized the codebase by replacing Redux with custom hooks and Context, reducing code size by 25% and decreasing the bug rate by
15%

Data StructuresJavaScript

I'mbesideyou inc.

3 roles

Software Development Engineer 2

Promoted

Aug 2023 – Jun 2024 · 10 mos

Architected scalable front-end solutions and seamlessly integrated them with back-end systems, enhancing UI/UX workflows across
multiple products.
Built and optimized front-end and back-end infrastructure using AWS CDK, provisioning databases, VPCs, and S3 buckets, boosting
deployment efficiency by 30%.
Accelerated front-end performance by reducing graph loading time from 1.5 minutes to under 1 second. Integrated ML models and
optimized backend systems, increasing overall user engagement by 20%.
Conducted in-depth Product-Market Fit (PMF) research, driving strategic product and development decisions for both front-end and back-
end features.

Data StructuresJavaScript

Software Development Engineer

Aug 2021 – Jul 2023 · 1 yr 11 mos

Built front-end applications with React.js, leveraging Redux for state management and integrating vis.js for data visualization.
Integrated third-party APIs, including Zoom, Google Drive, and Google Calendar, using OAuth authentication. Developed a Google Meet
extension for seamless collaboration.
Designed and deployed APIs with AWS API Gateway and Serverless Framework on AWS Lambda, ensuring scalable and efficient backend
functionality.

Data StructuresJavaScript

Web Engineer Intern

May 2021 – Jul 2021 · 2 mos

Analyzed mental health data to uncover insights and trends, driving data-informed decision-making.
Developed and maintained visualizations using Chart.js and React.js to track evolving trends. Published a Medium post documenting key
learnings on leveraging Chart.js for data visualization.
https://labhmanmohan25.medium.com/getting-started-with-data-visualisation-using-chart-js-react-17ce90c075c

Data StructuresJavaScript