Your one stop for the NEPSE stock market.
Nepse Signal combines live NEPSE data, full-floorsheet broker analytics, and a multi-agent AI advisor into one place
Make Nepal's market readable to anyone who wants to learn.
Our mission is to ease NEPSE market analysis for every investor — delivering accurate fundamental and sentiment analysis, up-to-date news, and tapping the AI revolution to make the entire process simpler for Nepali traders.
Four things you won't find together anywhere else in Nepal.
AI you can audit
Every signal we publish — Buy, Sell, Hold — is built from a walk-forward backtested ensemble (XGBoost + LSTM + Random Forest), isotonically calibrated so the probabilities actually mean what they say. We show the math, not just the verdict.
Real broker-flow data
We sync the full NEPSE floorsheet daily — every contract, every broker, every symbol. Our broker-analysis stack lets you see who's accumulating, who's distributing, and which stocks are quietly moving on smart money rather than retail chatter.
Multi-agent advisor
A single AI is a black box. We run four specialised agents — technical, fundamental, sentiment, and risk — in parallel for any stock you ask about, then have an orchestrator weigh the disagreements. You see each analyst's reasoning side-by-side.
Bring your own LLM
Your data, your model, your wallet. Plug in your OpenAI, Gemini, or OpenRouter key and the platform uses it — we never send your portfolio to a vendor you didn't authorise, and we don't lock you into ours.
From raw NEPSE data to a clear decision in three steps.
Ingest
Realtime data from nepalstockexchange prices, indices, the full daily floorsheet, fundamentals, dividends, IPO results, forex, gold/silver, and realtime latest news from multiple Trusted Nepali financial sites.
Analyse
Backtested ML models score each stock across technical, fundamental, momentum, sentiment, and risk dimensions. A four-agent AI swarm reasons about your specific question in parallel.
Decide
You see a single, calibrated recommendation with the entry zone, stop-loss, three targets, position size, and the reasoning each analyst contributed — so the trade-off is visible, not hidden.
Built for the active investor, useful for everyone else.
Retail investors
Get the same situational awareness institutions have — without paying institutional prices. Skim the day in 30 seconds: top gainers, broker flow, AI-flagged setups.
Active traders
Per-broker accumulation/distribution, intraday floorsheet, ATR-based trade plans, and a free paper-trading sandbox to validate ideas before you commit capital.
Researchers & analysts
Clean, queryable historical floorsheet + fundamentals data, backtested factor scores, and an open API key model for plugging into your own tooling.
How we build, and what we won't compromise on.
Honest backtests, not cherry-picked screenshots.
Every model is evaluated with purged walk-forward cross-validation. We publish the out-of-sample numbers — Sharpe, hit rate, max drawdown — not just the training-set fit.
Calibration over confidence.
A 70% probability should be right 70% of the time. We isotonically calibrate our classifiers so the numbers you see actually reflect reality, instead of inflating the headline.
Your data stays yours.
Watchlists, portfolios, and BOID profiles live in your account — never sold, never shared. Bring-your-own-LLM-key means even your AI prompts don't pass through us unless you opt in.
Free things stay free.
Live NEPSE quotes, top gainers/losers, broker analysis, floorsheet, IPO results, news — all free, no signup wall. Premium is reserved for compute-heavy AI features.
Open about what we don't know.
AI signals are an edge, not an oracle. We label confidence, surface dissent across analysts, and never present a backtested model as a guarantee. The market always wins eventually — we just want to lose less often.
Meet the CTO
Nepse Signal is built by investors, for investors. We are committed to transparency, E-E-A-T, and building the highest quality tools for Nepal's stock market.
Bimal Rai
CTO & Lead Architect
Bimal is a software engineer and quantitative trader with nearly a decade of experience active in NEPSE. He designed and built the data-sync pipelines, the multi-agent AI consensus swarm, and the analytical scoring framework.
Smarter signals, deeper data, fewer guesses.
On the roadmap: options-style payoff diagrams for NEPSE straddles, broker-clustering ML for early accumulation detection, an open data API, a mobile companion app, and deeper FinBERT-tuned sentiment on Nepali-language news. If there's something you wish existed, we want to hear it.
Get in touch with the Nepse Signal team.
Bug reports, feature requests, partnership enquiries, or just want to say hi? Pick a channel below — we read every message.
[email protected]
Replies usually within 24 hours.
Phone
+977 9807224301
Sun–Fri, 10am–6pm NPT.
Office
Kathmandu, Nepal
Remote-first team. Visits by appointment only.