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Knowledge-grounded assistants, document intelligence, and AI workflows built around real business needs.

AI that works with your business.

Complete applications with thoughtful interfaces, secure APIs, reliable data workflows, and cloud integrations.

From first screen to final endpoint.

Automated PowerPoint and Excel pipelines that turn structured data into useful, consistently formatted reports.

Less repetitive work. More possibility.

Building enterprise AI workflows across document intelligence, human-in-the-loop validation, and automated analytical reporting.

Developed RAG applications, conversational interfaces, enterprise APIs, and cloud-integrated systems. Connected language models with knowledge retrieval and maintainable software.

Built e-commerce interfaces and backend workflows spanning authentication, payments, shipping integrations, and real-time notifications.

Created responsive dashboards, reusable frontend components, and mobile interfaces for seller product management.

Start with the problem, the people, and what a useful outcome looks like.

Understand

Shape the workflow, architecture, and interface around those requirements.

Design

Develop in focused increments, with clear communication and useful checkpoints.

Build

Test the important paths, improve the details, and prepare a maintainable handover.

Refine

Shikhar Raj Mishra

AI Engineer · Associate 2

Document-owned truth tables and source references help reviewers trace an attribute back to the information it came from.

Keep verification close to its source

Conflict-aware workflows distinguish added, modified, removed, and unchanged attributes while protecting verified values.

Treat publishing as a deliberate operation

Phase-aware access controls separate benchmark management from live review permissions. Tests cover APIs, publishing, and phase transitions.

Make permissions follow the workflow

Document intelligence

Turning complex documents into structured, reviewable information through AI extraction and human verification.

Document intelligence, with a human in the loop.

Template-driven updates retain the original theme and layouts while supporting dynamic charts, tables, branding, and appendix sections.

Preserve the presentation system

OOXML relationship remapping and document hardening address compatibility when slides and chart parts are duplicated.

Validate the exported document

SHA-256 input fingerprints support cached exports. AI-assisted narratives have deterministic template fallbacks.

Regenerate only when inputs change

Automated reporting

A server-side reporting pipeline that turns organizational assessment data into dynamically generated PowerPoint presentations.

From analytical data to presentation-ready reports.

RAG workflows use FAISS or AWS OpenSearch to retrieve relevant information for context-aware responses.

Retrieve context before generation

Python services handle AI requests and retrieval while React and Next.js provide responsive application interfaces.

Separate orchestration from the interface

Application databases, OAuth-based access, Redis caching, and AWS integrations support the wider software experience.

Build around application fundamentals

Knowledge-grounded assistants

Conversational applications that connect language models with relevant knowledge through retrieval-augmented generation.

A good idea deserves
thoughtful engineering.

Let’s connect the dots.

A good idea deservesthoughtful engineering.

Let’s connect the dots.

A good idea deserves
thoughtful engineering.