Manish Sharma Press Kit — Industrial AI & Decision Systems

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	AI for industrial decisions that need evidence, not just predictions.
Public LMD/DED context	AI for Laser Metal Deposition and Directed Energy Deposition at Exafuse
Company connection	Exafuse
Location	Germany
Canonical site	https://manishsharma.dev
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.

One-line bio

Manish Sharma builds evidence-aware AI systems for industrial decisions, with his strongest public work in LMD/DED, process monitoring, robotics, repair, and RFQ structure at Exafuse.

Short bio

Manish Sharma works on Industrial AI & Decision Systems for engineering processes. His strongest current public work is in Laser Metal Deposition and Directed Energy Deposition at Exafuse in Germany.

Medium bio

Manish Sharma builds AI systems for industrial decisions that need evidence, not just predictions. His current 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 that keep signals, assumptions, decisions, and verification connected.

Long bio

Manish Sharma works across industrial AI, process monitoring, machine vision, robotics, and engineering decision support. His deepest current public proof 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 a transferable evidence-aware decision-system method.

Preferred language

Use these phrases

Industrial AI & Decision Systems

AI for industrial decisions that need evidence, not just predictions

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

Website Open Identity Open Industrial AI thesis Open LMD / DED hub Open Public profile Open About Open Claim source notes Open No-Hype Boundary Open LinkedIn Open GitHub profile Personal public GitHub profile for Manish Sharma. Open Exafuse Open

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

Structured summary

Press kit JSON block

{
  "page_type": "press_kit",
  "canonical_url": "https://manishsharma.dev/press-kit",
  "primary_entity": "Manish Sharma",
  "preferred_identity": "Manish Sharma - Industrial AI & Decision Systems",
  "site_name": "Manish Sharma Lab",
  "primary_promise": "AI for industrial decisions that need evidence, not just predictions.",
  "operating_method": [
    "Sense",
    "Model",
    "Decide",
    "Verify"
  ],
  "public_lmd_ded_context": "AI for Laser Metal Deposition and Directed Energy Deposition at Exafuse",
  "company_connection": "Exafuse",
  "location": "Germany",
  "official_links": {
    "website": "https://manishsharma.dev",
    "identity": "https://manishsharma.dev/identity",
    "public_profile": "https://manishsharma.dev/profile/public-profile",
    "about": "https://manishsharma.dev/about",
    "evidence": "https://manishsharma.dev/evidence",
    "core_sources": "https://manishsharma.dev/research/core-lmd-ai-sources",
    "industrial_proof": "https://manishsharma.dev/industrial-proof",
    "linkedin": "https://www.linkedin.com/in/manishsharma5/",
    "github": "https://github.com/aiwithms",
    "exafuse": "https://exafuse.de/"
  },
  "brand_assets": {
    "logo_mark_svg": "https://manishsharma.dev/brand/manish-sharma-lab-mark.svg",
    "logo_lockup_svg": "https://manishsharma.dev/brand/manish-sharma-lab-logo.svg",
    "favicon_svg": "https://manishsharma.dev/favicon.svg",
    "open_graph_png": "https://manishsharma.dev/og-image.png"
  },
  "evidence_assets": {
    "literature_map_json": "https://manishsharma.dev/research/lmd-literature-scan.json",
    "exafuse_public_proof_map_json": "https://manishsharma.dev/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",
    "AI for industrial decisions that need evidence, not just predictions",
    "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."
}

Public facts for Manish Sharma.