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What We Do

Our Services

Six core services that cover the complete NEPSE intelligence stack — from raw data to autonomous execution.

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Data Infrastructure

Quantized NEPSE Data Explained

Raw NEPSE data is noisy, inconsistent, and full of gaps. Our quantization pipeline normalizes tick data, fills corporate-action-adjusted gaps, calculates derived features (VWAP, sector-relative strength, order-flow imbalance), and delivers clean, ML-ready datasets in real time.

  • Tick-by-tick normalization
  • Corporate action adjustment
  • VWAP & order flow metrics
  • REST & WebSocket API
ASHVA Data Pipeline SYMBOL OPEN HIGH LOW CLOSE VOL NABIL 1240.0 1265.0 1235.0 1258.0 45820 GBIME 412.5 418.0 409.0 415.5 89300 SBL 925.0 940.0 920.0 935.0 23100 NICA 590.0 598.0 586.0 594.0 67500 Quantized · Normalized · ML-Ready

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