// AI/ML EXPERIMENTS — FORGE v0.1

BUILDING AT THE
EDGE OF
INTELLIGENCE

Experiments, systems, and half-broken ideas from the intersection of software engineering and machine learning.

VIEW PROJECTS →ABOUT FORGE

Featured Projects

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AGENTSIN PROGRESS

AI Agent Projects

Building autonomous AI agents that can plan, use tools, and execute multi-step tasks. Experiments with ReAct, tool-use, and memory patterns.

LangChainOpenAIPythonFastAPI
2025-03
FINE-TUNINGIN PROGRESS

LLM Fine-tuning Experiments

A collection of fine-tuning experiments on open source LLMs. Exploring LoRA, QLoRA, and instruction tuning on domain-specific datasets.

PyTorchHuggingFacePythonLoRA
2025-02
RAGIN PROGRESS

Sinhala MCQ Generator

AI RAG pipeline that generates Sinhala multiple choice questions from Sri Lankan History textbooks. Uses Neo4j as a knowledge graph, LangChain for orchestration, and FastAPI for the API layer.

LangChainNeo4jFastAPIPython+1
2025-01

// WHAT IS FORGE

Forge is where the real work happens. Not polished products — raw experiments, learning logs, and systems built to understand how AI actually works under the hood.