Hi, I'm SAROJ GT |

Software Engineer | Backend Developer | Solution Architect

Saroj GT - Expert Software Engineer and Backend Developer with 6+ years of experience. Currently a Solution Architect, aspiring Cloud Architect and AI Engineer. Specializing in scalable backend systems, microservices, and modern cloud solutions. Pokhara, Nepal 🇳🇵

View My Work Let's Connect
~/saroj-gt/ai-journey.py

                        

                    

                

            

            
            

                

                    
                

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                        01.
                        About Me
                    

                    

                        From software engineering to solution architecture and beyond
                    

                

                
                

                    

                        

                            
The Journey

                            

                                Started as a Software Engineer with 6+ years in backend development, 
                                building scalable systems with Java, Spring Boot, and PostgreSQL. 
                                Evolved into a Solution Architect role, designing enterprise-level systems 
                                and leading technical decisions.
                            

                        

                        
                        

                            
Current Role & Aspirations

                            

                                Currently working as a Solution Architect, focusing on microservices architecture, 
                                system design, and technical leadership. Aspiring to become a Cloud Architect 
                                and AI Engineer, exploring cloud-native solutions and machine learning applications.
                            

                        

                        
                        

                            
Technical Philosophy

                            

                                Believe in building robust, scalable, and maintainable systems. 
                                Focus on clean code, proper architecture patterns, and leveraging 
                                the right technology for the right problem. Always learning and adapting 
                                to emerging technologies.
                            

                        

                        
                        

                            
Growth Path

                            

                                

                                    
                                    Backend Development & Microservices
                                

                                

                                    
                                    Cloud Architecture (AWS, Azure)
                                

                                

                                    
                                    AI & Machine Learning Engineering
                                

                                

                                    
                                    DevOps & Infrastructure Automation
                                

                                

                                    
                                    System Design & Scalability
                                

                            

                        

                    

                    
                    

                        

                            

                                

                                    
                                

                                

                                    
                                    Learning AI
                                

                            

                            
                            

                                

                                    
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Years Experience

                                

                                

                                    
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Projects Built

                                

                                

                                    
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AI Models Explored

                                

                                

                                    
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Cloud Platforms

                                

                            

                        

                    

                

            

        


        
        

            

                

                    

                        02.
                        Technical Arsenal
                    

                    

                        From backend mastery to solution architecture and emerging technologies
                    

                

                
                

                    
                    

                        

                            
                            
Backend & Core

                        

                        

                            

                                Java & Spring Boot
                                

                                    

                                

                            

                            

                                PostgreSQL & MySQL
                                

                                    

                                

                            

                            

                                REST APIs & Microservices
                                

                                    

                                

                            

                            

                                Docker & Kubernetes
                                

                                    

                                

                            

                        

                    

                    
                    
                    

                        

                            
                            
AI & Machine Learning

                        

                        

                            

                                Python & TensorFlow
                                

                                    

                                

                            

                            

                                PyTorch & Scikit-learn
                                

                                    

                                

                            

                            

                                Neural Networks & Deep Learning
                                

                                    

                                

                            

                            

                                NLP & Computer Vision
                                

                                    

                                

                            

                        

                    

                    
                    
                    

                        

                            
                            
Cloud & DevOps

                        

                        

                            

                                AWS (EC2, S3, Lambda)
                                

                                    

                                

                            

                            

                                Azure & Google Cloud
                                

                                    

                                

                            

                            

                                CI/CD & GitHub Actions
                                

                                    

                                

                            

                            

                                Terraform & Infrastructure
                                

                                    

                                

                            

                        

                    

                    
                    
                    

                        

                            
                            
Frontend & Tools

                        

                        

                            

                                JavaScript & TypeScript
                                

                                    

                                

                            

                            

                                React & Next.js
                                

                                    

                                

                            

                            

                                Git & Version Control
                                

                                    

                                

                            

                            

                                Linux & System Admin
                                

                                    

                                

                            

                        

                    

                

                
                
                

                    
Technology Stack Evolution

                    

                        

                            
2018-2021

                            

                                
Backend Foundation

                                

                                    Java
                                    Spring
                                    MySQL
                                    REST APIs
                                

                            

                        

                        

                            
2022-2023

                            

                                
Cloud & Scalability

                                

                                    AWS
                                    Docker
                                    Kubernetes
                                    Microservices
                                

                            

                        

                        

                            
2024-2025

                            

                                
AI & Intelligence

                                

                                    Python
                                    TensorFlow
                                    PyTorch
                                    MLOps
                                

                            

                        

                    

                

            

        


        
        
        
        

            

                

                    

                        03.
                        Professional Journey
                    

                    

                        Building scalable solutions across different domains
                    

                

                
                

                    

                        

                            

                                
Solution Architect

                                
Tech Innovation Hub

                                
2022 - Present

                            

                            

                                Leading technical architecture decisions for enterprise applications. 
                                Designing scalable microservices architecture and backend systems serving 100K+ daily users. 
                                Mentoring development teams and establishing best practices for system design and implementation.
                            

                            

                                System Design
                                Microservices
                                Java
                                Spring Boot
                                Kubernetes
                                PostgreSQL
                                AWS
                            

                        

                    

                    
                    

                        

                            

                                
Full Stack Developer

                                
Digital Solutions Ltd.

                                
2020 - 2022

                            

                            

                                Developed end-to-end web applications using modern tech stack. 
                                Implemented CI/CD pipelines and automated testing frameworks. 
                                Collaborated with cross-functional teams to deliver client projects.
                            

                            

                                React
                                Node.js
                                MongoDB
                                Docker
                                Jenkins
                            

                        

                    

                    
                    

                        

                            

                                
Software Developer

                                
StartupCo

                                
2018 - 2020

                            

                            

                                Built core platform features for a growing fintech startup. 
                                Optimized database queries resulting in 40% performance improvement. 
                                Mentored junior developers and established coding standards.
                            

                            

                                Java
                                Spring
                                MySQL
                                Redis
                                REST APIs
                            

                        

                    

                

            

        


        
        

            

                

                    

                        04.
                        Featured Projects
                    

                    

                        From backend architecture to cloud solutions and emerging AI applications
                    

                

                
                

                    

                        

                            
                        

                        

                            

                                
AI Code Assistant

                                
Machine Learning

                            

                            

                                Built an intelligent code completion tool using transformer models. 
                                Trained on 50M+ lines of code to provide context-aware suggestions 
                                for multiple programming languages.
                            

                            

                                Python
                                PyTorch
                                Transformers
                                FastAPI
                                Docker
                            

                            

                                
                                    
                                    Code
                                
                                
                                    
                                    Demo
                                
                            

                        

                    

                    
                    

                        

                            
                        

                        

                            

                                
Cloud Native Analytics

                                
Cloud Architecture

                            

                            

                                Serverless data processing pipeline on AWS handling 1TB+ daily data. 
                                Real-time analytics dashboard with sub-second query performance 
                                using microservices architecture.
                            

                            

                                AWS Lambda
                                Kinesis
                                DynamoDB
                                React
                                Terraform
                            

                            

                                
                                    
                                    Code
                                
                                
                                    
                                    Live
                                
                            

                        

                    

                    
                    

                        

                            
                        

                        

                            

                                
Smart Chatbot Platform

                                
NLP & AI

                            

                            

                                Enterprise chatbot platform with natural language understanding. 
                                Integrates with multiple messaging platforms and provides 
                                intelligent responses using fine-tuned language models.
                            

                            

                                Python
                                BERT
                                Flask
                                Redis
                                PostgreSQL
                            

                            

                                
                                    
                                    Code
                                
                                
                                    
                                    Demo
                                
                            

                        

                    

                    
                    

                        

                            
                        

                        

                            

                                
Predictive Analytics Engine

                                
Data Science

                            

                            

                                Machine learning pipeline for business forecasting. 
                                Combines multiple ML algorithms to predict market trends 
                                with 85% accuracy using ensemble methods.
                            

                            

                                Python
                                Scikit-learn
                                Pandas
                                MLflow
                                Jupyter
                            

                            

                                
                                    
                                    Code
                                
                                
                                    
                                    Results
                                
                            

                        

                    

                    
                    

                        

                            
                        

                        

                            

                                
E-Commerce Platform

                                
Full Stack

                            

                            

                                Scalable e-commerce solution with microservices architecture. 
                                Handles 10K+ concurrent users with real-time inventory management 
                                and integrated payment processing.
                            

                            

                                Java
                                Spring Boot
                                React
                                MongoDB
                                Kafka
                            

                            

                                
                                    
                                    Code
                                
                                
                                    
                                    Live
                                
                            

                        

                    

                    
                    

                        

                            
                        

                        

                            

                                
Security Monitoring System

                                
DevSecOps

                            

                            

                                Real-time security monitoring with AI-powered threat detection. 
                                Processes 1M+ events per hour and automatically responds to 
                                potential security incidents.
                            

                            

                                Go
                                Elasticsearch
                                Grafana
                                Kubernetes
                                Prometheus
                            

                            

                                
                                    
                                    Code
                                
                                
                                    
                                    Docs
                                
                            

                        

                    

                

            

        


        
        

            

                

                    

                        05.
                        Learning Journey
                    

                    

                        Advancing from Solution Architecture to Cloud and AI Engineering
                    

                

                
                

                    

                        

                            
                        

                        
Deep Learning

                        

                            Mastering neural networks, CNNs, RNNs, and transformer architectures. 
                            Building models for computer vision and natural language processing.
                        

                        

                            

                                Progress
                                70%
                            

                            

                                

                            

                        

                    

                    
                    

                        

                            
                        

                        
Cloud Architecture

                        

                            Designing scalable, resilient cloud-native applications. 
                            Learning AWS, Azure, and GCP services for enterprise solutions.
                        

                        

                            

                                Progress
                                75%
                            

                            

                                

                            

                        

                    

                    
                    

                        

                            
                        

                        
MLOps

                        

                            Implementing ML pipelines, model versioning, and automated deployment. 
                            Learning tools like MLflow, Kubeflow, and DVC.
                        

                        

                            

                                Progress
                                60%
                            

                            

                                

                            

                        

                    

                    
                    

                        

                            
                        

                        
Vector Databases

                        

                            Exploring vector databases for AI applications. 
                            Working with embeddings, similarity search, and RAG systems.
                        

                        

                            

                                Progress
                                55%
                            

                            

                                

                            

                        

                    

                    
                    

                        

                            
                        

                        
Large Language Models

                        

                            Understanding transformer architectures, fine-tuning techniques, 
                            and building applications with GPT, BERT, and other LLMs.
                        

                        

                            

                                Progress
                                65%
                            

                            

                                

                            

                        

                    

                    
                    

                        

                            
                        

                        
Computer Vision

                        

                            Building CV applications with object detection, image segmentation, 
                            and generative models using OpenCV and modern frameworks.
                        

                        

                            

                                Progress
                                50%
                            

                            

                                

                            

                        

                    

                

            

        


        
        

            

                

                    

                        06.
                        Let's Connect
                    

                    

                        Ready to collaborate on the next big innovation
                    

                

                
                

                    

                        
Get In Touch

                        

                            Whether you need a Solution Architect, Backend Developer, or want to discuss 
                            cloud architecture and AI innovations - I'm always open to interesting 
                            conversations and opportunities. Let's build something amazing together!
                        

                        
                        

                            

                                

                                    
                                

                                

                                    
Email

                                    
[email protected]

                                

                            

                            
                            

                                

                                    
                                

                                

                                    
LinkedIn

                                    
Connect professionally

                                

                            

                            
                            

                                

                                    
                                

                                

                                    
GitHub

                                    
Check out my code

                                

                            

                            
                            

                                

                                    
                                

                                

                                    
Location

                                    
Pokhara, Nepal