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Key Achievement: BI Analytics Platform Lead

Engineering Scalable Solutions.
Vision, Strategy, Execution.

Hi, I'm Akshant! I combine technical leadership with versatile engineering expertise to architect robust, AI-driven systems that solve hard problems.

Introduction
Building an Agentic RAG System with Self-Correcting Reasoning

Building an Agentic RAG System with Self-Correcting Reasoning

Architected and developed an advanced Retrieval-Augmented Generation (RAG) platform featuring agentic orchestration, multi-strategy retrieval, and adaptive replanning. The system autonomously decomposes complex queries, coordinates specialized tools in parallel, and self-corrects when failures occur—all while maintaining citation accuracy and sub-second streaming response times.

Latest from the Blog

From Retrieval to Reasoning: Building Agentic RAG Systems That Scale

October 18, 2025
Agentic AI
RAG Architecture
System Design
LLM Engineering
Production ML
Scalable Systems
Enterprise AI
Multi-Agent Systems

Why Traditional RAG Systems Fail at Enterprise Scale: A Deep Dive into the Fundamental Challenges

October 15, 2025
RAG Systems
Enterprise AI
LLM Challenges
AI Architecture
Production ML
System Design
Technical Analysis
Architecting an Advanced Business Intelligence & Analytics Platform

Architecting an Advanced Business Intelligence & Analytics Platform

Spearheaded the design and full-stack development of a cutting-edge Business Intelligence (BI) platform, transforming how Small and Medium-sized Enterprises (SMEs) leverage data. My work involved architecting a solution with Next.js, Python, and AI (OpenAI/LangChain) to deliver intuitive data visualization, interactive dashboards, and AI-augmented analytics.
Leading the Charge: Developing an Advanced BI Analytics Platform

Leading the Charge: Developing an Advanced BI Analytics Platform

A deep dive into architecting and building a full-stack Business Intelligence platform at InnCreTech, leveraging Next.js, Python, OpenAI, and a robust suite of data visualization tools.
Revitalizing Legacy: Migrating a Platform from AngularJS to React.js

Revitalizing Legacy: Migrating a Platform from AngularJS to React.js

Detailing the process, challenges, and significant performance gains achieved by migrating a capital markets platform from Angular.js to React.js at InnCreTech.
Optimizing Additive Manufacturing: Enhancing Material Management Systems

Optimizing Additive Manufacturing: Enhancing Material Management Systems

Improving control, planning, and material flow for Additive Manufacturing processes at InnCreTech by developing and integrating an enhanced material management module.
Cloudgile: Collaborative Agile Project Management

Cloudgile: Collaborative Agile Project Management

A university group project focused on building a web application for efficient team collaboration using Scrum methodology, developed with React.js and Firebase.