Timothy Eclas
ML Engineer
C#
Python
TypeScript
Kotlin
SQL
JavaScript
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Overview
Technical skills
Projects
Timeline
Roles
Overview
Intern-level front-end developer focused on building straightforward static HTML and CSS personal websites. The strongest proven skill is basic page structure and styling as shown in Luyimbazi-Timothy/luyimbazitimothy/index.html and Luyimbazi-Timothy/html/web.css. There is no evidence of responsive design techniques, JavaScript interactivity or state management, automated testing, or systematic accessibility engineering in public code.
Phone
Technical skills
Languages
6
C#
Python
TypeScript
Kotlin
SQL
JavaScript
Python
4
FastAPI
SQLAlchemy
Django
Alembic
AI/ML
4
Transformers
LLM
PyTorch
Mamba
DevOps
6
Rest API
GCP
Git
Docker
GitLab CI
CI/CD
Other
14
React.js
PostgreSQL
ASP.NET Core
Jetpack Compose
Next.js
React Native
pgvector
Frontend
Fine-tuning
Embeddings
WebSockets
NLP
Vector
Encoder-Decoder
Projects
Timeline
Software Engineer
•
Middle
AG Digital Solutions
•
Full-Time
Engineered a modern corporate web platform focused on performance, best practices, and accessibility while keeping strong SEO and responsiveness. Contributed to improving enterprise onboarding experience through faster and more reliable client-facing UI. Worked on implementing and maintaining clean, production-ready web functionality.
Makerere University Kampala
Bachelor's Degree •
Software Engineering
Software & AI/ML Researcher / Engineer
•
Middle
Independent
•
Full-Time
Conducted applied deep learning R&D on sequence modeling, training dynamics, and inference latency. Built scalable data collection and preprocessing, then developed training and inference pipelines for text and speech modeling. Designed text generation and audio transcription workflows using Transformer encoder-decoder and Mamba state-space approaches, and developed Android apps with Kotlin and Jetpack Compose supported by FastAPI services and PostgreSQL.
Python
FastAPI
PostgreSQL
Kotlin
Jetpack Compose
Transformers
Software Engineering Intern
•
Junior
Uganda Revenue Authority
•
Full-Time
Built modular front-end components to improve internal workflow efficiency using React. Implemented secure back-end REST APIs with ASP.NET Core and PostgreSQL to support application features. Collaborated in Agile teams with code reviews and delivery planning to maintain quality and meet assigned milestones.
React.js
ASP.NET Core
C#
PostgreSQL
Rest API
Intern Frontend Developer
Confidence: Medium UI Engineer
Intern-level front-end developer focused on building straightforward static HTML and CSS personal websites. The strongest proven skill is basic page structure and styling as shown in Luyimbazi-Timothy/luyimbazitimothy/index.html and Luyimbazi-Timothy/html/web.css. There is no evidence of responsive design techniques, JavaScript interactivity or state management, automated testing, or systematic accessibility engineering in public code.
UI Component Architecture
1/10
How interface parts are built
Minimal component architecture; single-file static HTML and flat CSS with no reusable components, modules or deliberate composition.
Responsive & Cross-browser
1/10
Works on all screens and browsers
Little to no responsive or cross-browser strategy; layout relies on fixed positioning and there are no media queries or fluid layout techniques.
Performance Optimization
1/10
Speed of the interface
No measured or deliberate performance work; only basic image width/height hints exist but no lazy loading, code splitting or bundle considerations.
Accessibility & Semantics
1/10
Usable for everyone
Basic semantic elements and alt text are present but accessibility practices are minimal - form controls lack proper labels and custom keyboard/focus handling is absent.
Evidence
Luyimbazi-Timothy/luyimbazitimothy/index.html: images have alt attributes but form inputs lack associated label elements
Luyimbazi-Timothy/pics/index.html: use of figure/figcaption shows some semantic awareness
State Management & Data Flow
1/10
Managing data in the app
No client-side state management or async discipline; the only data flow is a static form with a mailto action and no request cancellation or optimistic updates.
UX & Visual Polish
1/10
Look and feel quality
Basic visual layout and intent are present but there are no adaptive UX states such as loading, error, empty or undo flows or perceptual performance patterns.
Verified artifacts
Technologies
Frontend
Next.js
React.js• since 2024
Recommendations
- Develop and maintain static personal landing pages and student portfolios using clear HTML and CSS structure.
- Convert existing static layouts into responsive and accessible pages by adding media queries, semantic form labels, and focus management.
- Work on small brochure microsites or content pages while building skills in progressive enhancement and client-side interactivity.
Repositories
The developer's experience in this domain has been verified based on AI analysis of the following repositories: