
Navanjana User
@navanjana
AI/ML developer building Python systems, including a 120-tool local desktop agent and a vision-language model fine-tuned on 67K examples.
What I'm looking for
At Tayvo.Ik, I built Python AI backend services for a live commercial job marketplace and integrated AI endpoints into its production API without restructuring the team's existing codebase.
I built DeskAgent, a local desktop assistant with 120 auto-discovered tools for tasks such as OCR, web research, and Windows automation. I added screen-aware click and type automation with YOLO and OCR, plus safeguards validated by a pytest suite.
For DeskAgent, I fine-tuned Owen3.5-0.8B on 67,356 Salesforce grounding examples to produce bounding boxes and click coordinates as JSON, then published the model on Hugging Face.
On Genesis Grid, I built an energy management system that cut household electricity cost by about 27%; its appliance classifier reached over 92% accuracy across 10 classes. I'm seeking a remote AI/ML or Python internship or job.
Experience
Work history, roles, and key accomplishments
AI Backend Developer
Tayvo.Ik
Apr 2026 - Aug 2026 (4 months)
Built Python AI backend services for a live commercial AI-powered job marketplace. Integrated AI endpoints into the production API and server design without restructuring the existing codebase.
Education
Degrees, certifications, and relevant coursework
Sri Lanka Institute of Information Technology (SLIIT)
BSc (Hons), Computer Science
2026 -
Pursuing a BSc (Hons) in Computer Science, expected to graduate in 2030.
Availability
Location
Authorized to work in
Portfolio
github.com/Navanjana2005Salary expectations
Social media
Job categories
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