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lakindund98

Lakindu N

@lakindund98

AI and ML Engineer, Python and LLM Apps

Sri Lanka
English
About me
AI/ML engineer with 4+ years building production ML systems and software for teams in the US and Singapore. I build Python APIs (FastAPI, Flask), LLM apps with LangChain, ML pipelines in PyTorch, and web and Android apps with React and Kotlin. I specialise in model inference, quantization and evaluation, and I add automated tests and CI so your project keeps working after delivery. First Class Honours engineering graduate, University of Moratuwa. Clear milestones and on-time delivery. Message me before ordering so we can scope your project.... Read more

Skills

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lakindund98
Lakindu N
Offline • 
Average response time: 1 hour

See my services

AI Integrations
I will build your ai app, llm chatbot or python automation
From$90 / projectMore details

Work experience

Nervotec

Software Engineer

Nervotec • Part-time

Sep 2025 - Present • 1 yr 1 mo

I build and maintain software for a camera-based health platform: a Kotlin/Jetpack Compose Android app, Flask APIs and React/TypeScript portals. I added on-device scan-quality checks using MediaPipe, fixed issues in an MCP server used by AI agents, and set up automated testing with Playwright and a shared GitHub Actions CI workflow.

Sagence_AI

AI/ML Engineer

Sagence AI • Full-time

Oct 2023 - Present • 3 yrs

I work on running neural networks accurately on custom AI inference hardware. I implement per-layer calibration for vision models (ResNet-50, YOLOv5), build Python evaluation tools (MSE/SNR metrics, layer sensitivity analysis), and automate ML workflows. I redesigned the calibration pipeline to cut each run from 4 hours to 3, and have quantized LLMs to 4-bit with GPTQ.