NEPSE Analysis & Trading Observatory

As an active trader and data analyst in the Nepal Stock Exchange (NEPSE), I combine quantitative transaction data with disciplined execution. Rather than following rumors, I rely on smart money footprints and broker accumulation.

Active Strategy

Short-Term Swing Trader (1 to 2 Week Horizons)

Disciplined swing entries guided by volume surges, broker accumulation concentration, and structural price breakouts rather than speculative social chatter.

Objective1:3+ Risk-to-Reward Execution

Core Analytical Pillars

Pillar 01

Smart Money & Broker Tracking

Monitoring high-volume broker accumulation/distribution patterns from raw floorsheet data to identify institutional positioning before price surges.

Pillar 02

Momentum & Liquidity Validation

Trading liquid stocks showing clear sector momentum and volume expansion, avoiding low-liquidity traps.

Pillar 03

Rational Discipline over Emotion

Executing strict risk-to-reward parameters with pre-planned stop-losses, viewing market fluctuations with analytical composure.

Pillar 04

Flexible Adaptive Strategy

Adapting indicators and horizons dynamically based on whether NEPSE is in a trending bull regime or an accumulation consolidation.

Proprietary Tooling & Data Pipelines

nepse-floorsheet-archive

Active & Public

Autonomous Public Data Pipeline

Captures 100% of daily transaction records from Nepal Stock Exchange into structured, version-controlled open CSV datasets.

Repository View CSV Archive

Nepse_Data

Active (Migrating to V2)

Quantitative Market Screener

Personal analytical dashboard analyzing broker concentration, smart money accumulation, and momentum breakouts without commercial subscriptions.

Repository

My_Nepse_Diary

Active & Private

Granular Portfolio Ledger & Journal

Behavioral and financial trading log recording trade setups, profit/loss, broker distribution, and SEBON fees. Ready for intraday/short-selling.

Repository

Floorsheet_cockroachlabs

Research Lab

Distributed Cloud Database Pipeline

Experimental data extraction pipeline collecting floorsheet trades and synchronizing with CockroachDB distributed cloud clusters.

Repository

V2 Architecture Roadmap

Preparing for Intraday Trading & Short-Selling

Preparing Next-Gen architecture: migrating personal analytical dashboards from Streamlit to a full React/Next.js real-time web interface, ready for Nepal's upcoming intraday trading and short-selling mechanisms.