Geshan Randeni
@geshanrandeni
I build full-stack analytics and e-commerce applications with Node.js, React, and AWS.
Sri LankaWhat I'm looking for
I've delivered full-stack features for Prop-AI at Avantrio/SkaleMinds, a property market analytics platform serving 1,000+ users and tracking more than 1.5 million transactions. I built features across React, Next.js, Node.js, and Express.js, including Deal Discovery and transaction visualisation tools.
I shipped an automated PDF-generation service with Node.js and Puppeteer that reduced manual report preparation by 2–3 hours per report. I also rebuilt responsive experiences across 12+ sections and resolved backend issues involving business logic, API responses, and data flow.
At Panaceata, I built 20+ AWS Lambda functions across four production applications and developed REST APIs with NestJS. I implemented AWS Cognito authentication with local SMS OTP integration and connected Angular frontend flows to DynamoDB, RDS, and S3.
I've also delivered a production admin platform for an Australian cleaning company and built deepfake-detection research using multimodal preprocessing, MobileNetV3, LSTMs, and multi-head attention.
Experience
Work history, roles, and key accomplishments
Associate Software Engineer
Avantrio (Pvt) Ltd/ SkaleMinds L.L.C - FZ
Sep 2025 - Jul 2026 (10 months)
Delivered full-stack features for Prop-AI, a property market analytics platform serving 1,000+ users and incorporating more than 1.5 million tracked transactions, using React, Next.js, Node.js, and Express.js. Built and shipped an automated PDF generation service using Node.js and Puppeteer, cutting manual report preparation time by 2-3 hours per report.
Software Engineer Intern
Panaceata (Pvt) Ltd
Jan 2024 - Aug 2024 (7 months)
Designed and implemented serverless backend services using AWS Lambda, building 20+ Lambda functions across 4 production applications for business logic, data processing, and service communication. Implemented a custom authentication system using AWS Cognito integrated with a local SMS OTP service.
Education
Degrees, certifications, and relevant coursework
University of Moratuwa
Bachelor of Science (Honours), Information Technology
2021 - 2025
Grade: CGPA: 3.30
Pursued a BSc (Hons) in Information Technology, achieving a CGPA of 3.30.
Chartered Institute of Management Accountants
Certificate in Business Accounting, Business Accounting
2021 -
Completed the CIMA Certificate in Business Accounting.
Tech stack
Software and tools used professionally
Availability
Location
Sri LankaAuthorized to work in
Job categories
Skills
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