I am Kholipha Ahmmad Al-Amin, a Bangladesh-based Software Engineer, SaaS Founder, AI & Data Practitioner, and Full-Stack Product Builder.
I build practical digital systems that connect software engineering, SaaS product thinking, AI-enabled workflows, analytics, UI/UX, and consulting delivery. My work focuses on turning ideas into reliable products that are useful for real users, businesses, and growing teams.
My work spans SaaS product building, full-stack development, AI and data exploration, consulting, web systems, image enhancement research, analytics dashboards, immersive web demos, and blockchain-inspired product concepts.
name: Kholipha Ahmmad Al-Amin
username: anms5519
location: Dhaka, Bangladesh
timezone: GMT+6
identity: Software Engineer | SaaS Founder | AI & Data Practitioner
signature_thesis: THETAEnhancer+ — AI-Driven Image Restoration Model
current_focus:
- Production-ready SaaS systems
- Full-stack web applications
- AI-enabled workflows
- Data analytics and dashboards
- Education-tech and health-tech experiments
- Premium portfolio and product experiences
working_languages:
- Bangla: Native
- English: Fluent C1
- Hindi/Urdu: Conversational
- Arabic: Basic|
Jan 2024 – Present Leading product direction, business planning, SaaS strategy, delivery decisions, and system architecture across a practical SaaS ecosystem. Focus: SaaS Strategy, Product Planning, System Architecture, Leadership |
Jun 2023 – Present Building and improving web-based software products with a focus on usability, reliability, frontend/backend features, and production delivery. Focus: React, JavaScript, Software Engineering, Product Development |
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Jan 2023 – Present Providing IT consulting, solution planning, digital strategy, brand systems, service funnels, and client-focused delivery structures. Focus: Technical Consulting, Client Management, Digital Strategy |
Jan 2020 – Present Delivered branding, advertisements, visual identity, logos, business cards, brochures, packaging, and digital brand assets for international clients. Impact: 200+ projects • 15 countries • 4.9/5.0 rating |
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| Category | Tools & Technologies |
|---|---|
| Frontend | HTML, CSS, JavaScript, TypeScript, React, Next.js, Responsive UI |
| Backend | Node.js, Express, PHP, Laravel, Firebase, REST APIs |
| AI / ML | Python, TensorFlow, Deep Learning, Computer Vision, NLP, ML Models |
| Database | MySQL, PostgreSQL, MongoDB, SQL, Data Integrity |
| CMS / Web | WordPress, Laravel, SEO, Web Security, Performance Optimization |
| Design | UI/UX, Figma, Adobe Photoshop, Branding, Design Systems |
| Consulting | SaaS Planning, Technical Strategy, Client Delivery, Digital Transformation |
| Capability | Level | Practical Focus |
|---|---|---|
| Software Engineering | 95% | Building dependable web applications with maintainable frontend/backend structure |
| SaaS Product Direction | 92% | Planning, shaping, and guiding SaaS ideas into usable products |
| Consulting & Delivery | 94% | Client solution planning, branding direction, and project execution |
| AI & Machine Learning | 88% | Intelligent systems, prediction models, and practical AI workflows |
| Website Development | 92% | Responsive, secure, SEO-oriented websites and web apps |
| UI/UX & Brand Systems | 85% | Interfaces and brand materials that support usability and presentation |
| Database & SQL | 87% | Database management, SQL queries, reporting, and data integrity |
| Communication | 93% | Clear documentation, client communication, and professional delivery |
A SaaS-focused product ecosystem where product planning, execution, and long-term business direction come together under one brand.
Stack / Focus: React • Node.js • Firebase • SaaS Architecture • Product Strategy
Education-oriented SaaS and LMS product direction for structured digital learning, content systems, and learner-focused experiences.
Stack / Focus: React • JavaScript • LMS • Dashboards • EdTech
AI-driven image restoration and enhancement research direction focused on practical computer vision workflows.
Stack / Focus: Python • Computer Vision • Deep Learning • Image Restoration
Healthcare, risk prediction, sentiment analysis, and AI-assisted decision-support experiments.
Stack / Focus: Python • ML • NLP • Health-Tech • Analytics
Browser-based games, utilities, dashboards, calculators, creative tools, and JavaScript experiments.
Stack / Focus: HTML • CSS • JavaScript • Canvas • Browser APIs
| Project | Direction | Repository |
|---|---|---|
| EquiSaaS BD | SaaS ecosystem and company product direction | equisaas-bd |
| EquiSaaS BD Web | Brand website / web experience | equisaas-bd-web |
| Shikkha LMS | Education SaaS / LMS | shikkha-lms |
| Shikkha.dev | EdTech product work | shikkha.dev |
| Portfolio System | Personal brand / portfolio engineering | anms_portfolio |
| AI Image Enhancer | AI image enhancement direction | AI-Image-Enhancer-Advanced |
| Health Review Sentiment | NLP and healthcare sentiment analysis | Health_Review_Sentiment_Analysis_System |
| Maternal Risk Prediction | Machine learning health-risk project | Maternal-Risk-Prediction-Using-Machine-Learning |
| Potato Leaf Disease Detection | Computer vision / plant disease detection | Potato-Leaf-Disease-Detection |
| Bitcoin Prediction Dashboard | Data and forecasting dashboard | Bitcoin_Price_Prediction_Dashboard |
| CV Generator | Productivity / document automation | CV-Generator |
| Breakout Arcade | Browser game experiment | breakout-arcade |
- Handwritten Digit Recognizer
- KNN Breast Cancer Diagnosis
- KNeighborsClassifier implementation
- Decision Tree Classifier
- Plant Disease Prediction Using Leaf
- Image Classifier
- Stroke / health-risk assessment directions
- NLP-Based Chatbot
- Health Review Sentiment Analysis System
- Bitcoin Price Prediction Dashboard
- AI-Powered Data Visualizer
- Insight AI Assistant / Insight Engine experiments
Games: Breakout Blitz, Memory Match, Pong Classic, Space Invaders, Snake, Tetris, Pixel Platformer, Web Chess
Productivity: Kanban Board, Todo Master, Pomodoro Timer, Note Taking, Markdown Editor, Lab Report Creator
Utilities: CGPA Calculator, Currency Converter, Password Generator, Weather Dashboard, Recipe Finder, Calculator
Creative: Digital Canvas, Code Playground, Web Audio Player, Knowledge Quiz
Atish Dipankar University of Science & Technology, Dhaka
Period: Jan 2022 – Expected Aug 2026
Result: 3.57
Thesis: THETAEnhancer+ — AI-Driven Image Restoration Model
Adamjee Cantonment College, Dhaka
Result: 5.00 / 5.00
Year: 2020
Faculty: Science
Civil Aviation School & College, Dhaka
Result: 5.00 / 5.00
Year: 2018
Faculty: Science
- Full Stack Web Development Track
- Applied AI, Machine Learning, and Data Science
- Data Engineering, SQL, and Visualization
- Financial Analysis and Investment Research
- Web, Mobile, and CMS Development Studies
- Cyber Hygiene and Professional Operations Programs
| Role | Organization | Impact |
|---|---|---|
| President, Computer Club | Atish Dipankar University of Science & Technology | Organized workshops, coding competitions, and technical seminars for 200+ members |
| Volunteer Web Developer | Local NGO | Built responsive website and database system serving 500+ beneficiaries |
| UI/UX Design Lead | Tech Innovation Challenge | Led design team and contributed to a winning project |
| Event Coordinator | University Cultural Festival | Coordinated 20+ events, 5000+ attendees, and 50+ volunteers |
| Community Service Volunteer | Local Community Center | Taught basic computer skills to underprivileged youth |
Build for real users.
Keep systems practical.
Make interfaces trustworthy.
Use AI where it creates value.
Think like an engineer, founder, and product builder.
Deliver with clarity, structure, accountability, and polish.
- Software engineering roles
- Full-stack development projects
- SaaS product builds
- AI and analytics prototypes
- Dashboard and automation systems
- UI/UX and portfolio refinement
- Technical consulting
- Founder and startup collaboration
