Explore practical writing on fintech AI, RAG chatbots, trading dashboards, payment integrations, automation, and full-stack AI product engineering.
These posts are shaped by production work across trading systems, fintech SaaS, AI-driven analytics, RAG assistants, mobile apps, payment integrations, and automation-heavy software.
Market data, dashboards, alerts, charting, portfolio analytics, and the architecture behind live financial products.
RAG pipelines, semantic search, intelligent assistants, and how AI features fit into complete applications.
Django, FastAPI, React, React Native, databases, APIs, performance, security, and deployment workflows.
Imagine shipping a new assistant to your customers that performs perfectly on every validation test — until, one day, a user types a seemingly meaningless phrase and the assistant issues dangerous, incorrect, or malicious instructions. You search the logs; nothing obvious.
In recent years, the tremendous growth of large language models (LLMs) has transformed artificial intelligence — from generative chatbots to code assistants and domain-specific agents. With model sizes soaring into billions of parameters and training datasets spanning billions of tokens.
A vector database is a specialized system designed to store, index, and search numerical vector embeddings generated from unstructured data like text, images, videos, and audio. These embeddings capture semantic meaning rather than exact keyword matches, enabling context-aware retrieval and reasonin
The rapid growth of large language models (LLMs) and transformer architectures has driven the demand for specialized hardware. While GPUs have been the traditional choice, Google Cloud TPUs (Tensor Processing Units) offer significant acceleration for deep learning workloads, especially when working
This AI-powered project transforms plain text into high-quality, engaging videos. By using HeyGen alternatives and open-source solutions, it helps creators, educators, and businesses convert their ideas, blogs, or scripts into visually appealing video content in minutes.
built an AI-Powered HR Recruitment System that streamlines candidate screening, evaluates resumes, and even generates interview questions with the help of FastAPI, Next.js, and Groq API.
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Yes. The content is geared toward production-minded engineering across AI systems, analytics products, fintech use cases, and scalable application architecture.
Yes. Topics include payment integrations, real-time APIs, dashboards, market-data workflows, and the infrastructure behind responsive product experiences.
Use the services page to understand delivery scope, the projects page to see examples, and the workflows page to explore automation use cases.
