Full-Stack & AI Engineer
Hi, I'm
Full-Stack & AI Engineer
I build production-ready full-stack, AI & cloud systems on AWS — cut OCR latency 20% and refactored 8K+ lines of backend for ~30% efficiency gains.
Turning complex requirements into elegant, scalable solutions.
I'm a Full-Stack & AI Engineer with 2+ years of experience building production-ready web applications, AI tools, and cloud-native backend systems. I work across React, Next.js, Node.js, FastAPI, and AWS — from frontend to serverless infrastructure. Currently a Software Engineer at SYNERGEN Health, working on OCR pipelines and event-driven microservices.
Building scalable web applications with React, Next.js, Node.js, Django, and FastAPI. From MVP to production deployment.
Developing AI tools using PyTorch, Hugging Face, NLP, and NER models for intelligent automation and insights.
Architecting AWS infrastructure with Lambda, EC2, RDS, S3 for scalable and cost-efficient cloud deployments.
Building scalable REST APIs and event-driven microservices with FastAPI, Django, Node.js, and serverless AWS architecture.
Deep-dive into requirements and system architecture
Plan scalable, clean system architecture
Build with best practices and thorough testing
CI/CD pipelines, cloud infrastructure & monitoring
My academic background and professional journey
Specialized in Software Engineering with focus on AI/ML, Cloud Computing, and Full-Stack Development. Completed research on Safe RL Algorithm for T1D Patients.
Completed CMJD (Comprehensive Mastered Java Developer) covering Java fundamentals through advanced topics including concurrency, JDBC, and localization. Also completed DEP (Direct Entry Program) focusing on full-stack development with Java, Angular, Spring Boot, MySQL, and frameworks like Spring Data JPA and Hibernate.
Achieved Grade 5 Government Scholarship (164/200). GCE O/L: Passed 9 subjects. GCE A/L Physical Stream: Three A grades in Combined Mathematics, Physics, and Chemistry - Ranked 298th nationally and 19th in district. Selected to University of Moratuwa. Active in chess team (vice-captain), school orchestra (violin), and various sports.
Enhanced OCR pipeline and optimized FastAPI microservices, reducing response latency by 20%. Integrated AWS Lambda, S3, RDS, and SQS for scalable processing.
Implemented new annotation checker to detect index-related compile-time errors. Merged multiple PRs into upstream repository.
Developed backend modules and REST APIs using Django. Built dynamic dashboard features with Webix frontend framework.
Refactored 8K+ backend lines and optimized AWS Lambdas via Webpack + X-Ray, improving efficiency by 30%. Built full-stack Leave Management System.
Developed and deployed AWS Lambda functions for mobile app backends supporting healthcare data. Integrated with Amazon RDS (MySQL) and monitored API performance using AWS CloudWatch. Wrote clear API documentation and deployment scripts for multi-region environments.
Technologies I work with professionally
No skills match your search — try “React”, “AWS”, or “Python”.
Skill proficiency overview
Showcase of my most impactful projects combining IoT, AI, and full-stack development
An innovative IoT solution providing real-time protection for individuals with photosensitive epilepsy. Smart glasses with electrochromic lenses that detect seizure triggers and automatically darken to prevent episodes.
Winner of 3 national innovation competitions (Dialog Innovation Cup 2024, Brainstorm'23, MECHA 2023) + 3rd place EXMO.
Full-stack banking platform with customer, employee, and manager dashboards — transfers, loans, fixed deposits, cards, approvals, and branch operations. Live clickable demo.
ML-powered platform scoring grade 3–12 student summaries on content & wording with BERT + LightGBM — teacher analytics, assignment flows, and a hardened Django REST API (validation, security, tests). Live clickable demo.
PDF forensics tool detecting metadata mutation signals — backdated dates, impossible tool versions, incremental edits, and timezone shifts
Full-stack social platform with feeds, stories, chat, groups & pages — Spring Boot REST backend with an Angular/NativeScript client and a polished Next.js frontend. Live clickable demo.
No projects in this category yet — check back soon!
My interests and hobbies that keep me balanced and inspired
Playing violin, tabla, and acoustic guitar. Praveshika certified in tabla and violin.
Competitive player with international standard rating 1738.
Novels, detective stories, and personal finance books to expand knowledge.
Learning French and Mandarin Chinese using Duolingo. Previously studied Tamil.
Tell me about the problem you're solving — I'll help you ship it.
Have a project in mind or just want to say hi? My inbox is always open.