Stock Market Analytics Platformbackground image

Stock Market Analytics Platform

AI solutions
September 6, 2023
Stock Market Analytics Platform
Stock Market Analytics Platform

Strike is an advanced stock market analytical tool that helps investors navigate the rough waves of the stock market with confidence. The platform offers valuable insights to budding investors to decode the complexities of the stock market and make informed decisions which was difficult before. With data-driven insights, investors now don't have to evaluate the market graphs for hours and depend on luck to make profits. The smart tool analyses historical data to predict hidden trends and patterns, helping investors build a profitable portfolio.

The client partnered with Ampcome to build this powerful stock analysis platform. Our aim was to develop a user-friendly, robust, and smart tool with data visualization capabilities that could accurately predict market trends. To make this possible we brought together a team consisting of data scientists, programmers, QA engineers, and project managers who dedicatedly worked to transform the client's ideas into a viable product.

Project Overview

Strike had one mission – to empower investors with a comprehensive tool that delivers accurate insights and sophisticated trend analysis to uncover the best stock opportunities. To achieve this, Ampcome assembled a dedicated team of 10 engineers who embarked on a 14-month journey to develop a platform capable of transforming vast amounts of market data into actionable intelligence.


The core objective was to create a sophisticated platform integrated with elite data analytics features that would function uninterrupted with high accuracy.

During the development phase, our team encountered several challenges which they handled smartly with their intellect and expertise. The challenges were:

• Processing and analyzing massive volumes of real-time stock data without lag.

• Creating a user-friendly interface that demystifies complex market analytics.

• Ensuring the reliability and accuracy of proprietary indicators and scanners.

Strategic Approach

We adopted a multi-faceted approach focusing on performance, utility, and efficiency. Plus, we curated a roadmap with a priority on transparency and two-way collaboration ensuring streamlined development and seamless feedback redressal process.

1. Selection of Technology Stack: The team opted for a robust technology stack, comprising Next.js for the front-end, Python for analytics and data pipelines, TimescaleDB for managing tick data, Redis for in-memory caching, and Dagster and Node.js for backend processes.

2. Enhancing Performance: Recognizing the critical importance of speed and accuracy in stock trading, every element of Strike underwent optimization to achieve superior performance, ensuring real-time responsiveness.

3. Design Focused on User Experience: The platform was meticulously designed with a user-centric approach, crafting an intuitive interface that enables traders to effortlessly navigate and interpret intricate data.

Execution and Implementation

The creation of Strike involved a meticulous blend of strategic planning, precise execution, and ongoing refinement:

1. Proprietary Indicators and Scanners: The team engineered sophisticated algorithms to sift through market trends and patterns, identifying and highlighting the most lucrative stock opportunities.

2. Data Visualization: Strike integrates advanced visualization tools, simplifying the comprehension of market dynamics for users and facilitating well-informed decision-making.

3. Testing and Iteration: Rigorous testing procedures were implemented to guarantee the platform's reliability and accuracy. Continuous user feedback played a pivotal role in shaping the evolution of the tool over time.


We helped the company reach its milestones by developing the Strike platform as envisioned by the client.

• Users expressed unparalleled ease in pinpointing and seizing stock opportunities, lauding the platform's speed and user-friendly design.

• Strike's advanced analytical capabilities provided users with a profound understanding of market trends, empowering them to make more informed and profitable trading decisions.

• The platform swiftly garnered acclaim for its innovative approach to stock market analysis, establishing new benchmarks in the industry.


As Strike continues its evolution, Ampcome remains steadfast in its commitment to enhancing the platform's capabilities, integrating user feedback, and staying abreast of market trends. This dedication ensures that Strike maintains its position at the forefront of stock market analysis technology.

Ampcome's journey with Strike exemplifies the synergy of innovative technology and a profound understanding of the complexities inherent in the stock market. Strike stands as a testament to Ampcome's proficiency in translating visionary ideas into reality, empowering investors to unlock the full potential of the stock market.