Building AI driven applications (RAGs and Agents) on headless browser to simplify browser activities.

• 0 to 1 AI driven Product launches

• Planning Product roadmap, vision and GTM

• LLM integrations - Llama, open AI, CrewAI, MCP Server

• Using tools for AI Fairness, Bias, explainability and security

Tech stack - React, Tailwind, Typescript, Python, Supabase, Llama, Crew AI

Product - Lean Methodology, PRD, GTM, Strategy, Customer interviews

• Built end to end features for Supply and demand forecast using React frontend and Python backend helping brands to accurately forecast the inventory

• AI agents that search 1000s of data points helping demand planners to accurately forecast the inventory

• 3M $ seed funding

Founded in Singapore in 2017 by Magnus Grimeland and a team of experienced entrepreneurs, investors and company builders, Antler is a global early-stage VC enabling and investing in the world’s most exceptional people. With the vision to fundamentally improve the world, Antler aims to create thousands of companies globally that solve real problems. We select the world’s most brilliant and determined people, help them find the right co-founder, validate their business model, connect them to a top tier network of advisors and experts worldwide, and invest in them

Responsibilities:

• Conducted 100+ customer interviews and created a product roadmap for a Defi application to unlock 7B USD by enabling stock backed lending

• Prototyped low fidelity UX mockup for a loyalty membership app resulting in soft commitments from 20 SMBs in India and Singapore.

• Built an early founding team, conducted market research and identified a 9B USD obtainable market opportunity in invoice discounting space for Small and Medium Businesses of SEA.

• Launched and pivoted startups

• Spearheaded team of 5, created user-stories and Data-flows to prototype a 'smart job search ' application for 1.5 months, resulting in internal acquisition and new user-growth by 2000+ (20% Yoy).

• Analyzed SAP’s financial statements as part of Nascent Leadership program and submitted a proposal to the stakeholders to reduce customer-acquisition-cost by 5%.

• Compiled Functional and Performance requirements (PRD), evaluated the business models and launched an ML application to generate personalized course paths, saving 80,000 man-hours for an organization of 10,000 employees.

• Led a mobile feature development using novel SDK for world’s 7th largest oil and gas client in association with 3 functional teams across 4 time-zones leading to the MAU of ~8000 and reduction in internal approval time by 70%.

• Implemented UI for supply-chain reporting tool, a new product line for 2000+ vendor partners, by collaborating with Senior Product managers from 2 countries resulting in 1000% increase in budget allocation for the project.

• Engineered a rapid-prototype for a presale operation to an Australian Government agency and demonstrated how the software could save 1 million work hours per month for its employees, leading to a 10M USD contract with the firm.

• Aligned stakeholders in Shanghai, China in product transition by conducting trainings and code-reviews resulting smooth transition of 50M $ project.