Abiram Pathmanathan — Full Stack Software Engineer Building AI-Powered Software
Abiram Pathmanathan.
Software Engineer · Full Stack Developer · ML Researcher
Building Intelligent Software.
Scalable systems, machine learning, and AI-powered applications
From Research to Production.
Bridging academic AI with real-world engineering
Let's build something extraordinary.
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The Engineer
Behind the Code.
Crafting software,
one system at a time.
I'm Abiram Pathmanathan, a Computer Science and Technology undergraduate at Uva Wellassa University of Sri Lanka. I specialize in full-stack development and AI engineering — building systems that are fast, intelligent, and production-ready.
My work spans full-stack web platforms, AI-powered applications, and machine learning research. I explore the intersection of software engineering and artificial intelligence to solve real-world problems at scale.
I enjoy building software that solves real business problems — from enterprise management systems and AI-powered applications to scalable SaaS platforms. My focus is writing clean, maintainable, secure, and production-ready software that creates measurable value for businesses and users.
// BSc (Hons) Computer Science & Technology · Uva Wellassa University
At a Glance
Final Year
CS Undergraduate
6+
Production Projects
7+
Certifications
15+
Core Technologies
// Built to ship
Engineering Philosophy
“Software engineering with purpose”
I build full-stack software products that are robust, scalable, and maintainable. From database design to polished UIs — I engineer end-to-end systems that solve real-world problems with clarity and craft.
Highlights
- Full Stack Web Applications
- AI-Powered Software Solutions
- REST API Architecture
- Enterprise Database Design
- Clean Architecture
- Azure DevOps Workflow
- Machine Learning Research
- Agile Development
- Production-Ready Systems
- Custom Business Software
// Engineering excellence
Core Technology Stack
34 TECHNOLOGIESFrontend
Backend
Databases
Artificial Intelligence
Cloud & DevOps
Development Tools
// Full Stack · AI · Cloud · DevOps
What I Build
14 CAPABILITIESEnterprise Web Applications
Scalable, multi-user platforms for business operations
Custom Business Software
Bespoke systems tailored to your workflows and requirements
AI-Powered Applications
Intelligent software with ML inference and automation
SaaS Platforms
Multi-tenant subscription products built for scale
REST API Development
Well-structured, versioned, and documented APIs
Admin Dashboards
Data-rich control panels for management and analytics
Business Automation Systems
Workflow automation that reduces manual overhead
Booking & Reservation Systems
Real-time scheduling and availability management
Machine Learning Solutions
Predictive models and data-driven decision systems
Database Design & Architecture
Optimised schemas for reliability and performance
Authentication & Authorization
Secure identity, roles, and access control systems
Payment Integration
Secure checkout flows and subscription billing
Third-Party API Integration
Connecting your software to external platforms and services
Responsive Web Applications
Pixel-perfect interfaces across all screen sizes
// End-to-end · Scalable · Production-Ready
Status
Open to Opportunities
Software Engineering Roles · Custom Software Development
Available for:
- Software Engineering Roles
- Full Stack Development
- AI Applications
- SaaS Development
- Custom Business Software
- API Development
- Technical Consulting
Available for Full-Time Roles • Freelance Projects • Remote Collaboration
Things I've
built.
Full-stack web apps, AI-powered platforms, and machine learning research — each project solving a real-world problem.
2024CompletedAI Platform · SaaS
Allora.AI
An AI-powered productivity platform featuring an AI Article Writer, Blog Generator, Resume Reviewer, AI Image Generation, Background Removal, and an integrated suite of intelligent productivity tools. Built for scale and real-world usage.
2025ResearchResearch · Machine Learning
Explainable ML for Stock Market Volatility
Academic research project applying XGBoost, SHAP explainability, Ruptures change-point detection, and Scikit-Learn to model dynamic stock market volatility across multiple countries. Focused on interpretable AI and financial forecasting.
2024CompletedWeb App · Healthcare
Smart Pharmacy Management System
A full-stack pharmacy management platform with a customer dashboard, order management workflow, integrated payment processing, and well-structured REST APIs for inventory and prescription handling.
2023CompletedWeb App · Automotive
Automobile Service Management System
End-to-end service management system for auto workshops featuring online service booking, an admin dashboard, comprehensive customer management, and real-time vehicle service status tracking.
2023CompletedWeb App · Food Tech
Food Delivery Application
A full-featured food ordering and delivery platform with menu browsing, cart management, secure payment gateway integration, real-time order tracking, and a complete admin management panel.
The tools I
wield.
Frontend
Backend
Databases
Artificial Intelligence
Cloud & DevOps
Development Tools
Academic
research.
Explainable Machine Learning Models for Dynamic Analysis of Stock Market Volatility: A Cross-Country Study
This research investigates the application of gradient boosting and explainability techniques to model and interpret dynamic stock market volatility regimes across multiple countries. By combining XGBoost with SHAP values and Ruptures change-point detection, the study delivers both predictive accuracy and transparent, interpretable AI insights for financial decision-making.
XGBoost + SHAP
Model
Explainable AI
Focus
Financial Markets
Domain
Cross-Country Study
Scope
Methodology
Data Collection
Multi-country stock market historical data sourced and preprocessed for modelling.
Change-Point Detection
Applied Ruptures library to dynamically identify volatility regime shifts across time series.
XGBoost Modelling
Gradient boosted ensemble trained to predict and classify volatility across detected regimes.
SHAP Explainability
SHapley Additive exPlanations applied to interpret feature importance and model decisions transparently.
Continuous
learning.
Verified credentials from world-class institutions in AI, machine learning, and software engineering.
AI Python for Beginners: Basics of AI Python
DeepLearning.AI
September 2024
Introduced Python programming fundamentals through the lens of AI, covering data handling, functions, prompt engineering, and LLM-assisted workflows.
AI Python for Beginners: Automating Tasks with Python
DeepLearning.AI
September 2024
Focused on using Python to automate repetitive tasks and improve productivity through loops, data structures, and AI-assisted workflows.
Using JavaScript with AI: Enhancing Development Workflows
Coursera Project Network
September 30, 2024
Focused on integrating AI services and machine learning APIs into JavaScript development workflows to build intelligent, AI-powered web applications.
Learn Svelte
Scrimba
September 30, 2024
Hands-on course covering Svelte's reactive programming model, component-based architecture, and building high-performance web applications.
Business Foundations: Organizations, Planning, Finance
Coursera
October 6, 2024
Comprehensive course covering business planning, organizational management, financial decision-making, and strategic leadership.
Stock Market Course — Beginners
Ceylon Exchange Mentoring
September 11, 2024
Foundational knowledge of stock market investing, portfolio management, risk assessment, and financial analysis techniques.
The Fundamentals of Digital Marketing
Google Digital Garage
April 17, 2023
Google-certified course covering SEO, SEM, Google Analytics, content marketing, social media strategy, and data-driven campaign management.
The
Journey.
Every milestone, challenge, and institution that shaped me as a Software Engineer.
- 01Primary Education
St. John Bosco Vidyalayam
This is where my educational journey began. During these formative years, I developed curiosity, discipline, and a strong interest in learning and problem-solving.
Foundational LearningCritical ThinkingDiscipline & GrowthPrimary EducationSt. John Bosco Vidyalayam
This is where my educational journey began. During these formative years, I developed curiosity, discipline, and a strong interest in learning and problem-solving.
Foundational LearningCritical ThinkingDiscipline & Growth - Secondary Education
Completed secondary education while building a strong academic foundation in science and mathematics. Advanced Level stream in Physical Science with Combined Mathematics, Physics, and Chemistry.
Combined MathematicsPhysicsChemistry02Secondary EducationCompleted secondary education while building a strong academic foundation in science and mathematics. Advanced Level stream in Physical Science with Combined Mathematics, Physics, and Chemistry.
Combined MathematicsPhysicsChemistry - 03University Education
Uva Wellassa University
2022 – 2026
Pursuing BSc (Honours) in Computer Science and Technology — building practical expertise in full-stack development, modern web technologies, backend systems, databases, machine learning, and software engineering principles.
Full Stack DevelopmentSoftware EngineeringDatabase SystemsMachine LearningResearch & InnovationUniversity EducationUva Wellassa University
2022 – 2026
Pursuing BSc (Honours) in Computer Science and Technology — building practical expertise in full-stack development, modern web technologies, backend systems, databases, machine learning, and software engineering principles.
Full Stack DevelopmentSoftware EngineeringDatabase SystemsMachine LearningResearch & Innovation - Professional Development
Real-World Projects & Growth
Continuously improving through real-world software projects, certifications, technical research, and modern development practices. Each project has been a step forward in engineering quality and problem-solving.
Allora.AI PlatformSmart Pharmacy SystemAutomobile Service SystemFood Delivery AppML Research04Professional DevelopmentReal-World Projects & Growth
Continuously improving through real-world software projects, certifications, technical research, and modern development practices. Each project has been a step forward in engineering quality and problem-solving.
Allora.AI PlatformSmart Pharmacy SystemAutomobile Service SystemFood Delivery AppML Research - 05Future Vision
Building for Tomorrow
My goal is to become a highly skilled Software Engineer capable of designing and building scalable software products, cloud-native systems, and innovative technology solutions that create meaningful impact.
Software ArchitectureCloud ComputingDevOpsProduct EngineeringMachine LearningFuture VisionBuilding for Tomorrow
My goal is to become a highly skilled Software Engineer capable of designing and building scalable software products, cloud-native systems, and innovative technology solutions that create meaningful impact.
Software ArchitectureCloud ComputingDevOpsProduct EngineeringMachine Learning
Let's Build Something Extraordinary.
I'm always interested in discussing software engineering opportunities, full-stack development projects, innovative products, startup ideas, and technology-driven collaborations.
COMMUNICATION CHANNELS
Phone
+94 77 335 1906
abiram0619@gmail.com
abiram-pathmanathan
GitHub
github.com/Abiram19
// Software Engineer · Full Stack Developer · Available 2026