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I'm an AI/ML Engineer with a strong Python background and hands-on experience building ML pipelines, data processing workflows, and production-ready inference systems. I enjoy turning ideas into functional solutions and collaborating in agile teams to prototype features quickly. I have a solid foundation in scikit-learn, PyTorch, LangChain/LangGraph, and cloud deployment on GCP. I thrive in dynamic, fast-moving environments and continually seek practical ML-driven solutions by transforming loosely defined requirements into reliable, scalable software.…I'm an AI/ML Engineer with a strong Python background and hands-on experience building ML pipelines, data processing workflows, and production-ready inference systems. I enjoy turning ideas into functional solutions and collaborating in agile teams to prototype features quickly. I have a solid foundation in scikit-learn, PyTorch, LangChain/LangGraph, and cloud deployment on GCP. I thrive in dynamic, fast-moving environments and continually seek practical ML-driven solutions by transforming loosely defined requirements into reliable, scalable software.

Raveesha Shanuka

AI Engineer, Data Scientist, Full Stack Developer, +2

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I'm an AI/ML Engineer with a strong Python background and hands-on experience building ML pipelines, data processing workflows, and production-ready inference systems. I enjoy turning ideas into functional solutions and collaborating in agile teams to prototype features quickly. I have a solid foundation in scikit-learn, PyTorch, LangChain/LangGraph, and cloud deployment on GCP. I thrive in dynamic, fast-moving environments and continually seek practical ML-driven solutions by transforming loosely defined requirements into reliable, scalable software.…I'm an AI/ML Engineer with a strong Python background and hands-on experience building ML pipelines, data processing workflows, and production-ready inference systems. I enjoy turning ideas into functional solutions and collaborating in agile teams to prototype features quickly. I have a solid foundation in scikit-learn, PyTorch, LangChain/LangGraph, and cloud deployment on GCP. I thrive in dynamic, fast-moving environments and continually seek practical ML-driven solutions by transforming loosely defined requirements into reliable, scalable software.

Available to hire

I’m an AI/ML Engineer with a strong Python background and hands-on experience building ML pipelines, data processing workflows, and production-ready inference systems. I enjoy turning ideas into functional solutions and collaborating in agile teams to prototype features quickly.

I have a solid foundation in scikit-learn, PyTorch, LangChain/LangGraph, and cloud deployment on GCP. I thrive in dynamic, fast-moving environments and continually seek practical ML-driven solutions by transforming loosely defined requirements into reliable, scalable software.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Sinhala, Sinhalese

Advanced

Work Experience

Independent R&D Project - Multi-Agent Orchestration Framework at Self-Initiated

June 1, 2025 - Present

Designed a configurable multi-agent setup inspired by Crew AI and AutoGen, creating an orchestration framework to coordinate heterogeneous agents and enable scalable, collaborative problem solving in dynamic tasks.

Multi-Agent Orchestration Framework at Independent R&D Project

June 1, 2025 - Present

Designed a configurable multi-agent setup inspired by Crew AI and AutoGen, integrating RAG pipelines, embedding optimization, and tool-call orchestration to enable robust, scalable experiments in dynamic environments.

AI Engineer at Exello Developers (Pvt) Ltd

June 1, 2025 - Present

Designed and built a production-grade, real-time multi-agent conversational system using LangGraph + LangChain; integrated Gemini, Llama, and Smoll M. Engineered FastAPI microservices on GCP Vertex AI using Docker and CI/CD; deployed containerized services on GCP with Kubernetes; automated internal processes using n8n and Twilio. Improved retrieval with KV caching and embeddings optimization; implemented RAG pipelines and agent coordination with task graphs and chain-of-thought validation loops; deployed in scalable production environments.

Independent R&D Project – Multi-Agent Orchestrator Framework at Independent R&D Project

June 1, 2025 - Present

Designed and implemented a configurable multi-agent orchestration framework inspired by Crew AI and Auto Gen. Defined agent coordination, task graphs, tool execution, retry strategies, and chain-of-thought validation loops. Added pluggable memory modules (Redis/JSON/vector memory). Marked up for tooling integration and modular extensibility.

Independent R&D Project - Mini-GPT Training & Optimization at Self-Initiated

April 1, 2025 - Present

Trained a lightweight GPT-style language model from scratch on a local GPU environment, including data cleaning, tokenization, batching, model definition, and evaluation. Implemented training loop optimizations to improve convergence and output quality, and documented results for reproducibility.

Mini-GPT Training & Optimization at Independent R&D Project

April 1, 2025 - Present

Designed and trained a lightweight GPT-style language model from scratch on a local GPU environment; built a full ML training pipeline including data cleaning, tokenization, batching, model definition, and evaluation; implemented training loops with optimizers, learning-rate schedules, and gradient clipping to stabilize training on limited hardware; exported and served the trained model via a lightweight FastAPI endpoint for testing text generation.

Marketing Workflow Automation Prototype at Independent R&D Project

April 1, 2025 - October 1, 2025

Built automated multi-agent marketing workflows to generate personalized content, evaluate user behavior, and push decisions to marketing tools. Connected to analytics APIs and customer interaction logs to enable data-driven marketing campaigns and rapid prototyping.

Team Leader at AIESEC Colombo

March 1, 2022 - January 2, 2024

Led a diverse team within AIESEC Colombo Central, coordinating projects, managing timelines, and driving collaborative outcomes in a fast-paced environment. Practiced conflict resolution, cross-functional collaboration, and people management to deliver results.

Team Leader at AIESEC in Colombo Central

March 1, 2022 - January 1, 2024

Led a diverse team within AIESEC, coordinating projects, managing timelines, and driving collaborative outcomes in fast-paced environments.

Team Leader at AIESEC Colombo Central

March 1, 2022 - January 1, 2024

Led a diverse team within AIESEC Colombo Central, coordinating cross-functional projects and accelerating collaboration across functions in a fast-paced environment. Established clear goals, timelines, and accountability structures; practiced conflict resolution, mentorship, and performance feedback while developing leadership, communication, and teamwork skills.