FrontPage: Supercharged with Origins AI
Origins AI partnered with FrontPage to supercharge its technical infrastructure, delivering a faster, more secure, and scalable platform. We upgraded Elasticsearch for reduced search latency and optimized Redis Cluster Mode for seamless user growth. Prometheus-powered dashboards provide detailed insights and proactive alerting. A new Kubernetes setup ensures separate environments for development and production, while an AI-powered financial chat service enhances user engagement.
About FrontPage
FrontPage empowers India’s stock trading community with AI-powered insights, fostering informed trading decisions. Whether you’re a novice or experienced trader, FrontPage’s platform provides a space for sharing knowledge, discussing strategies, and accessing real-time data. Features like AI-driven finance chat and direct exchange data feeds enhance accessibility, making FrontPage a vital resource for modern Indian traders.
Our Partnership with FrontPage
Industry
Financial Technology (FinTech)
Services
Security Engineering Cloud Optimization CI/CD Pipeline Infrastructure Design
Business Type
Startup
Technologies Used
Python
Elasticsearch
Apache Kafka
Redis
Go
LLM
Mern
The Challenges
Elasticsearch Upgrade Complexity
Upgrading a self-hosted Elasticsearch cluster with 1.35 billion documents from version 6.2.1 to 8.6.2 posed compatibility and performance optimization challenges.
Redis Scalability
Managing Redis in cluster mode required intricate planning for sharding, resharding, and slot pinning to handle spontaneous user growth with near-zero downtime.
Lack of Visibility
Limited visibility across APIs and infrastructure led to delayed failure detection and hampered performance insights, especially for Redis, Elasticsearch, and APIs.
OpenVPN Deployment
Deploying OpenVPN in both Dev and Prod VPCs on GCP needed secure and resilient configurations for seamless team access to both environments.
MCX Data Integration
Integrating a reliable MCX commodity data feed involved building a Golang-based socket subscriber to handle real-time data flow.
The Solutions
Optimized Elasticsearch Upgrade
By optimizing configurations during the upgrade, we achieved a 300% improvement in 95th percentile search request latency, bringing response times under 1.5 seconds.
Redis Cluster Management
Implemented strategic slot pinning, sharding, and resharding with minimal downtime, ensuring Redis could adapt to fluctuating user demands smoothly.
Enhanced Monitoring and Alerts
Implemented Prometheus metrics across services and infrastructure, with real-time alerts and dashboards for Redis, Elasticsearch, and load balancer performance.
AI Finance Chat Service
Built a scalable finance chat service using OpenAI APIs, enabling users to access financial insights and assistance through an intelligent and responsive interface.
Rapid Redis Backup Tool
Developed a tool for Redis backups and quick cloning of old instances, improving disaster recovery and enabling efficient data restoration for Redis.
See our Excellence being validated
What Our Partners Say?
Apoorva came in and not only took over the full backend technology but also built an amazing team of talented engineers who were hungry to make an impact. He optimized our technology function end to end starting from building an in-house technology team
Ashit Joshi
Ex Director of Engineering Chegg
Gaurav is super good at troubleshooting issues and does necessary research and identifies the approach/root cause. Given a problem he comes up with quick proposals/solutions with the required amount of research.
Sathishkumar Subramaniam
Amazon
From the start, Apoorva impressed me with his remarkable creativity. He consistently brought fresh perspectives and innovative solutions to the table, challenging the status quo and pushing our team to think outside the box.
Rupesh Bansal
Software Engineer
Frequently Asked Questions
What AI services does Origins AI offer for enterprises?
Origins AI provides end-to-end AI-driven solutions, including AI strategy consulting, data engineering, machine learning model development, AI agent deployment, and digital transformation services. We work with enterprises to modernize operations, enhance decision-making, and unlock new revenue opportunities.
Are your AI solutions compliant with industry regulations like ISO, SOC 2, or GDPR?
Yes. We follow globally recognized standards such as ISO 27001, SOC 2, and GDPR guidelines. Our solutions are designed with built-in compliance measures to ensure data privacy, security, and regulatory alignment for industries like healthcare, finance, and e-commerce.
How does Origins AI integrate AI into existing enterprise systems?
We specialize in integrating AI solutions into both modern cloud-based platforms and legacy systems. Using APIs, middleware, and custom connectors, our team ensures minimal disruption while enabling advanced analytics, automation, and real-time insights within your current infrastructure.
What engagement models do you offer for long-term or ad hoc AI needs?
We offer flexible engagement models, including dedicated AI teams, project-based contracts, time-and-materials agreements, and build-operate-transfer (BOT) partnerships. This allows enterprises to choose the most cost-effective and scalable option for their needs.
Do you provide fixed-cost or milestone-based pricing?
Yes. Depending on project scope and requirements, we can work on fixed-cost, milestone-based, or subscription-based pricing models, ensuring transparency and predictable budgets.
What industries benefit most from your AI solutions?
We serve industries including healthcare, fintech, retail, logistics, manufacturing, travel, and telecom. Our domain-specific AI models and expertise allow us to tailor solutions that solve sector-specific challenges and deliver measurable ROI.
Do you provide AI education and consultancy for internal teams?
Absolutely. We offer enterprise AI training programs, workshops, and consulting services to help upskill your teams in AI strategy, data science, and AI product deployment, ensuring sustainable AI adoption.
What frameworks and technologies do you use to speed up delivery?
We leverage modern AI and development frameworks such as TensorFlow, PyTorch, LangChain, MLOps pipelines, and container orchestration tools like Kubernetes. Our use of pre-built AI agents and modular architectures accelerates deployment timelines without compromising quality.
How do you ensure data security in your AI solutions?
We use advanced encryption (both at rest and in transit), secure authentication protocols, and continuous security monitoring. All data handling adheres to the principle of least privilege, ensuring maximum protection against unauthorized access.