The project lab

Ambitious questions. Thoughtful systems.

Explore project concepts and research directions across agentic AI, Nepali LLM training, voice, data science, trading research, and automation. Each brief sets out the architecture, evaluation plan, and proposed deliverables.

26 project briefs / 12 disciplines

Concepts & research directions

Showing 9 of 26 projects

Stateful multi-agent systems

Conductor · Agent Runtime

An orchestration layer for specialist agents that plan, use tools, recover from failures, and hand work back to people.

PythonLangGraphPostgreSQL

Agentic AIConcept

Nepali LLM training & adaptation

Akshar · Nepali Language Foundry

A reproducible Nepali language-model program spanning corpus curation, Devanagari tokenization, continued pretraining, and instruction tuning.

PyTorchTransformersSentencePiece

LLMs & NLPResearch

Realtime Nepali–English conversation

Awaaz · Bilingual Voice Agents

A realtime voice-agent architecture for Nepali–English conversations, interruptions, tool calls, and human handoff.

LiveKit AgentsWebRTCPython

Voice AIConcept

Semantic BI & analytical agents

Prism · Conversational Analytics

A conversational analytics workspace that turns business questions into governed queries, explainable charts, and reusable metric definitions.

PythonSQLDuckDB

AnalyticsConcept

Stock signals & paper trading

Signal · Market Research Lab

A research and paper-trading environment for stock signals, event studies, walk-forward evaluation, and realistic execution assumptions.

PythonpandasNumPy

Quant ResearchResearch

Lifecycle journeys & campaign agents

GrowthLoop · Marketing Automation

A campaign orchestration system for audience discovery, content variants, lifecycle journeys, and measurable marketing experiments.

TypeScriptPythonTemporal

Marketing AIConcept

Grounded research & knowledge graphs

Evidence · GraphRAG Research

A research assistant that combines hybrid retrieval, entity relationships, source citations, and answer verification.

PythonNeo4jPostgreSQL

Agentic AIResearch

Visual agents & dependable automation

TaskPilot · Browser Workflows

A browser-workflow agent for repetitive operations with task checkpoints, visual verification, and recoverable actions.

TypeScriptPlaywrightLangGraph

AutomationConcept

Issue-to-change engineering workflows

Patchwork · Software Agents

An engineering-agent workflow that turns a scoped issue into an isolated code change, focused checks, and a reviewable patch.

TypeScriptPythonGit

Agentic AIConcept