Sumit Mondal

Sumit Mondal

Finance professional turned AI & Python developer

My journey into technology wasn't a straight path. With a foundation in Finance and Accounting across prominent firms like Knight Frank, CBRE, and JLL, I developed a deep understanding of business processes and financial systems. My recent role as an IT Support & MRI SME at Mirvac further bridged my financial expertise with practical IT application within property management.

However, a persistent curiosity and a passion for problem-solving led me down a different road. Over the past year, I've immersed myself in the world of Python, AI (particularly Google's Gemini models via Vertex AI), cloud platforms (GCP, AWS, Azure), and modern web development (Next.js, React, TypeScript). This wasn't just theoretical learning; it was driven by building real-world, often complex, applications from the ground up.

I thrive on the challenge of transforming ideas into functional, scalable solutions. My approach is characterized by deep dedication, a focus on accuracy, and a willingness to explore unconventional paths to find the best answer – sometimes that means going backward to go forward. I view AI not just as a tool, but as a partner in learning and creation, relentlessly pushing the boundaries of what my "lost mind" can achieve.

This unique blend of financial domain knowledge, ERP systems expertise (MRI/Yardi), and hands-on AI/development skills allows me to effectively bridge the gap between business requirements and technical implementation. I'm passionate about leveraging technology, especially AI, to automate processes, extract meaningful insights, and build solutions that make a tangible difference. LostMindAI represents this vision – applying intelligent, creative problem-solving to real-world challenges.

Key Skills & Expertise

Python (Advanced: Apps, Automation, AI)
AI/ML (Vertex AI, Gemini, LLMs, Prompt Eng.)
Web Dev (Next.js, React, TS, Tailwind)
Cloud Platforms (GCP, AWS, Azure)
SQL (Advanced Querying & Scripting)
API Integration & Development
Financial Accounting & Reporting
Property ERP Systems (MRI & Yardi Expert)
Business Process Automation
Project Management (Agile)
Problem Solving & Analytical Thinking
Stakeholder Communication

Work Experience

LostMind AICurrent
Founder | Developer
July 2024 - Present

Founded LostMind AI, a startup initiative focused on using AI/AGI for efficient business process automation.

  • Partnering with an experienced Software Engineer (10+ years) and leveraging a scalable development team.
  • Developing solutions targeting Commercial Property & Asset Management sector, with plans to expand.
  • Building AI-powered solutions for financial data automation and business intelligence.
Mirvac
Solution Analyst | MRI SME
July 2023 - July 2024

Pivotal MRI SME role in digital transformation, facilitating critical MRI-to-Yardi migration.

  • Optimized MRI reporting using SQL (improving speed by 30%) and resolved key integration issues.
  • Researched and prototyped AI-driven Python solutions for financial process automation.
  • Managed 150+ Level 3 JIRA tickets and took ownership of complex custom MRI reports.
Knight Frank Australia
NSW Finance Manager – Asset Management Service (AMS)
Dec 2018 - June 2022

Headed the NSW AMS Finance team (5 accountants), ensuring service delivery excellence to clients, Property Management (PM) & Facility Management (FM) teams.

  • Managed resource allocation across 400+ NSW assets, utilizing a self-developed tool, handling recruitment, and supporting new client pitches.
  • Oversaw NSW Trust Accounting operations, ensuring strict compliance with state regulations and successful annual audits.
  • Drove efficiency by implementing SQL-based automation for reporting and streamlining financial analysis processes.