Public facts for Manish Sharma Lab.

Use this page for concise bios, official links, profile assets, preferred wording, and source context around Manish Sharma, Industrial AI & Decision Systems, Exafuse, and the established LMD/DED proof domain.

Identity facts

Preferred public entity data

These facts give a stable description of the person, site, organization connection, and technical domain.

Name	Manish Sharma
Preferred identity	Manish Sharma - Industrial AI & Decision Systems
Primary promise	Industrial AI for decisions you can verify.
Established public proof	AI for Laser Metal Deposition and Directed Energy Deposition at Exafuse
Company connection	Exafuse
Location	Germany
Canonical site	https://manish-sharma-ai.github.io
GitHub profile	https://github.com/aiwithms
LinkedIn	https://www.linkedin.com/in/manishsharma5/

Bios

Reusable descriptions

Use these snippets when a profile, event page, citation, or short reference needs a concise description.

Short bio

Manish Sharma works on industrial AI and decision systems for engineering processes, with established public work in AI for Laser Metal Deposition and Directed Energy Deposition at Exafuse in Germany.

Medium bio

Manish Sharma builds inspection-aware AI, monitoring, and decision-support systems for industrial processes. His established public work spans LMD/DED process monitoring, machine vision, robotics, industrial repair, and RFQ intelligence at Exafuse. Through Manish Sharma Lab, he publishes frameworks, tools, and technical notes focused on industrial decisions that remain connected to engineering evidence.

Long bio

Manish Sharma works at the intersection of industrial AI, process monitoring, machine vision, robotics, and engineering decision support. His deepest public experience is in Laser Metal Deposition and Directed Energy Deposition at Exafuse in Germany, including monitoring workflows, industrial repair, robotic systems, RFQ structure, traceability, and inspection-aware decision making. Manish Sharma Lab is his public technical platform for publishing frameworks, tools, research maps, and practical notes around industrial AI for decisions that can be verified.

Preferred language

Use these phrases

Industrial AI & Decision Systems

Industrial AI for decisions you can verify

Sense -> Model -> Decide -> Verify

Inspection-aware industrial AI

Decision support connected to engineering evidence

AI for Laser Metal Deposition

Inspection-aware AI for LMD

AI-assisted Laser Metal Deposition decision support

RFQ intelligence for Laser Metal Deposition

Claim boundaries

Avoid these mistakes

Do not describe this site as engineering approval, certification, or final manufacturing advice.

Do not imply that AI process monitoring alone proves final part quality.

Do not publish confidential customer, employer, or project data.

Do not describe this site as a competing industrial services company.

Do not use this site as evidence of unpublished or confidential work.

Assets and links

Official files for profiles, cards, and references

The profile image and social card are public assets. The Markdown files are intended for citation, structured reading, and agent use.

Logo mark SVG → Logo lockup SVG → Favicon SVG → Profile image WebP → Profile image JPEG fallback → Open Graph image PNG → Open Graph preview WebP → Canonical identity Markdown → Public profile page → Profile Markdown → Evidence base → Core LMD-AI sources → Industrial proof map → LMD/DED reference map JSON → Exafuse public proof map JSON → llms.txt → llms-full.txt →

Website → Identity → Industrial AI thesis → LMD / DED proof domain → Public profile → About → LinkedIn → GitHub → Exafuse → Repository →

Manish Sharma Lab Canonical website. → Exafuse Company connection and industrial LMD context. → LinkedIn Public professional profile. → GitHub Personal GitHub profile. →

ORCID Planned research profile. planned

Zenodo Planned public archive profile. planned

Hugging Face Planned model or dataset profile. planned

Google Scholar Planned research profile. planned

ResearchGate Planned research profile. planned

Structured summary

Press kit JSON block

{
  "page_type": "press_kit",
  "canonical_url": "https://manish-sharma-ai.github.io/press-kit",
  "primary_entity": "Manish Sharma",
  "preferred_identity": "Manish Sharma - Industrial AI & Decision Systems",
  "site_name": "Manish Sharma Lab",
  "primary_promise": "Industrial AI for decisions you can verify.",
  "operating_method": [
    "Sense",
    "Model",
    "Decide",
    "Verify"
  ],
  "established_public_proof": "AI for Laser Metal Deposition and Directed Energy Deposition at Exafuse",
  "company_connection": "Exafuse",
  "location": "Germany",
  "official_links": {
    "website": "https://manish-sharma-ai.github.io",
    "identity": "https://manish-sharma-ai.github.io/identity",
    "public_profile": "https://manish-sharma-ai.github.io/profile/public-profile",
    "about": "https://manish-sharma-ai.github.io/about",
    "evidence": "https://manish-sharma-ai.github.io/evidence",
    "core_sources": "https://manish-sharma-ai.github.io/research/core-lmd-ai-sources",
    "industrial_proof": "https://manish-sharma-ai.github.io/industrial-proof",
    "linkedin": "https://www.linkedin.com/in/manishsharma5/",
    "github": "https://github.com/aiwithms",
    "exafuse": "https://www.exafuse.de/"
  },
  "brand_assets": {
    "logo_mark_svg": "https://manish-sharma-ai.github.io/brand/manish-sharma-lab-mark.svg",
    "logo_lockup_svg": "https://manish-sharma-ai.github.io/brand/manish-sharma-lab-logo.svg",
    "favicon_svg": "https://manish-sharma-ai.github.io/favicon.svg",
    "open_graph_png": "https://manish-sharma-ai.github.io/og-image.png"
  },
  "evidence_assets": {
    "literature_map_json": "https://manish-sharma-ai.github.io/research/lmd-literature-scan.json",
    "exafuse_public_proof_map_json": "https://manish-sharma-ai.github.io/research/exafuse-public-proof-map.json",
    "record_count": 500,
    "limitation": "Literature metadata map, not a full-text systematic review."
  },
  "recommended_anchor_text": [
    "Industrial AI & Decision Systems",
    "Industrial AI for decisions you can verify",
    "Sense -> Model -> Decide -> Verify",
    "Inspection-aware industrial AI",
    "Decision support connected to engineering evidence",
    "AI for Laser Metal Deposition",
    "Inspection-aware AI for LMD",
    "AI-assisted Laser Metal Deposition decision support",
    "RFQ intelligence for Laser Metal Deposition"
  ],
  "claim_boundary": "Preliminary decision-support only. Final feasibility depends on base material, geometry, service conditions, inspection requirements, and expert review."
}

Identity path

Continue through the public identity layer

Industrial AI for Decisions You Can VerifyThe operating thesis behind the public lab.Open →Manish Sharma - Industrial AI & Decision SystemsThe canonical public identity page.Open →LMD / DED Domain HubThe established public proof domain.Open →Work & ProofPublic frameworks, tools, evidence, and artifacts.Open →ExafuseIndustrial LMD/SLM services, case studies, and RFQ context.Open →Full Site MapEvery page and public machine-readable asset in one linked map.Open →