SKIP TO CONTENT
SENTINEL // AS-01
Sentinel beacon synchronized. Initializing autonomous corridor traversal.

A 3D polyhedral sentinel navigates the latent corridor with you.

ANSHUMAN SINGH

I build the rooms you are about to walk through — AI systems that think, retrieve, and answer.

ENTER THE CORRIDOR

6 SECTORS. 1 ARCHITECT.

Every room here is mine. Six doors into how I build — walk them in any order you like.

THE ARCHITECT

AI/ML Engineer · Electronics & Communication · IIITDM Jabalpur

I build LLM-based, GraphRAG and real-time ML systems — and I build them to run in production.

Undergrad at IIITDM Jabalpur. I have shipped production-grade pipelines processing 100+ documents and 10K+ records, serving low-latency inference. My focus is retrieval optimization and hallucination reduction — making these systems reliable enough that someone can actually depend on the answer they give.

SYSTEM ATTRIBUTES

  • Sophomore · (2024–2028)IIITDM Jabalpur
  • GraphRAG · Retrieval Optimization · Real-Time ML
  • Production-grade · 100+ documents · 10K+ records

MY WEAPONS

The instruments I forge with — picked for the cold steel, not the polish.

LANGUAGES

Python · JavaScript · Rust

FRAMEWORKS

FastAPI · Django · React · LangChain

AI / ML

LLMs · RAG · Multimodal RAG · FAISS · Embeddings · XGBoost · Isolation Forest

DOMAINS

NLP · Anomaly Detection · Information Retrieval · Generative AI

FRONTEND

React · TypeScript · HTML · CSS

TOOLS

Git · Postman · REST APIs

SYSTEMS IN THE WILD

Five agentic architectures on my GitHub — building in public, not yet shipped.

FLAGSHIP AGENT

NSURE GRAPH AI

High-fidelity GraphRAG ecosystem for insurance, legal, and finance. Knowledge-graph grounded retrieval with BLUF synthesis and burden-of-proof tracking — designed to expose carve-backs that vector search misses.

FLAGSHIP · GRAPHRAG · KNOWLEDGE GRAPH · AGENT SYNTHESIS

View source on GitHub
  • GRAPHARCHITECTURE
  • 2-PHASEEXTRACTION
  • LEGAL·FINDOMAINS

GIT-GRAPH

LANGGRAPH AGENT LOGIC

Production-grade agentic system that ingests Git repos, parses code into temporal entities, builds a knowledge graph, and exposes LangGraph-orchestrated reasoning over real codebases.

AGENTIC · TREE-SITTER · LANGGRAPH · DDD

Source

METAFORGE

7 STAGES

AI video publishing pipeline with a preflight safety gate. One upload → captions, moderation verdict, SEO metadata, 54-language translations and voiceovers, with verdicts bound to the text they checked.

GEN AI PIPELINE · STT · MODERATION · 54-LANG

Source

WAREOPS

6+ SERVICES

Autonomous warehouse inventory audit platform. Mobile robots + computer vision + a real-time ops dashboard. FastAPI microservices reconcile physical scans against WMS and stream digital-twin updates.

ROBOTICS · COMPUTER VISION · KAFKA · DIGITAL TWIN

Source

SEARCHOPS

5 AGENTS

Enterprise autonomous technology-intelligence platform. Specialized AI agents + LangGraph orchestration + Firecrawl + knowledge graphs monitor emerging tech and produce explainable research reports.

A2A AGENTS · LANGGRAPH · KNOWLEDGE GRAPH

Source

SUMMER INTERNSHIP

SDE-I INTERN5 MAY — 5 JUL 2026 · KALP INTELLIGENCEKalp Intelligence

Contributed to the development of Gram, a food-ordering platform, across both the mobile app and the website. Worked on real product features and collaborated with the team to deliver quality work inside deadlines — hands-on software development, problem solving, and shipping alongside a product team rather than in isolation.

PRODUCT ENGINEERING

Contributed to Gram, a food-ordering platform, across the mobile app and the website.

REAL-WORLD FEATURES

Worked on live product features and delivered quality work within deadlines.

TEAM COLLABORATION

Hands-on software development, problem solving, and day-to-day product collaboration.

REGIONS OF INTEREST

The territories I am pushing into — where agent reasoning, memory, and tool use are still being mapped.

PRIMARY VECTOR

AUTONOMOUS REASONING

Multi-step reflection, planning, and self-correcting execution loops.

GRAPHRAG & AGENT MEMORY

Long-term episodic and semantic memory architectures for autonomous agents.

TOOL USE & MCP

Model Context Protocol integrations and sandboxed agent tool execution.

TEST-TIME REASONING

Search over reasoning paths, verification models, and test-time compute.

ADVERSARIAL EVALS

Benchmarks that expose failure modes instead of flattering generic outputs.

RUST FOR AI AGENTS

Low-latency agent runtimes, local tokenizers, and fast graph traversals.

Corridor terminus detected ahead.

TERMINAL

PORTRAIT
Portrait of Anshuman Singh

Corridor traversed. All transmission channels active.