You will get AI Resume Parsing Pipeline — LLM Extraction, Company Normalization & Skills

Name: You will get AI Resume Parsing Pipeline — LLM Extraction, Company Normalization & Skills
Availability: InStock

Muhammad T. Muhammad T.

4.7

Muhammad T. Muhammad T.

4.7

Project details

A production-architecture resume intelligence system that solves the core problem most HR tech platforms struggle with — accurate structured extraction from unstructured, inconsistent resume data.

The system ingests PDF, DOCX, and raw text, runs it through a 5-stage enrichment pipeline powered by LLM, and returns a fully normalized, taxonomy-mapped candidate profile in under 3 seconds.

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WHAT THE SYSTEM ACTUALLY DOES
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↳ Company Normalization
Resolves entity aliases at extraction time — "Goog", "IBM Corp", "MSFT Azure", "Big Blue" all resolve to canonical names. Acquisition chains are detected and flagged.

↳ Skills Taxonomy Mapping
Abbreviations expanded at parse time (K8s → Kubernetes, TF → TensorFlow, PG → PostgreSQL). Skills cluster into multiple domains

↳ Education Intelligence
School names normalized to canonical form. Institutions tiered as Elite / Target / Standard — covering Ivy League, MIT, Stanford, Caltech, CMU, and equivalent global institutions.

↳ Confidence Scoring
Every extracted field carries a 0.0–1.0 confidence score. Parsing ambiguities are surfaced as structured flags, not silent failures.

AI Algorithms

Convolutional Neural Network, Large Language Model, Long Short-Term Memory Network, Multilayer Perceptron, Recurrent Neural Network

AI Applications

AI Chatbot, AI Content Creation, AI Text-to-Image, AI-Enhanced Classification, AI-Generated Code, Conversational AI, Image Analysis, Image Processing, Image Recognition

AI Development Language

Python

AI Tools

GitHub Copilot, Hugging Face, NVIDIA AI Platform, PyTorch, Replit, Streamlit, TensorFlow

AI Models

BERT, ChatGPT, DALL-E, GPT-3, GPT-4, LLaMA, OpenAI Codex, Stable Diffusion

What's included

Service Tiers	Starter $150	Standard $300	Advanced $550
Delivery Time	4 days	6 days	10 days
Number of Revisions	1	2	2
AI Model Integration	-	-	-
Batch Normalization	-	-	-
Database Integration	-	-	-
Detailed Code Comments	-	-	-
Image Upscaling	-	-	-
MLOps	-	-	-
Model Deployment	-	-	-
Model Documentation	-	-	-
Model Monitoring	-	-	-
Model Testing & Optimization	-	-	-
Model Tuning	-	-	-
Natural Language Processing	-	-	-
NLP Tokenization	-	-	-
Pre-Training	-	-	-
Prompt Engineering	-	-	-
Setup File	-	-	-
Source Code	-	-	-

4.7

6 reviews

83% Complete

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AI Developer (Remote)

Remote AI Developer (India / Pakistan / Bangladesh) – Node.js, AI Apps, Prompt Engineering, GCP

Teach ComfyUI I2V using Alibaba Wan2.1 and Wan2.2 in Zoom meeting (hourly pay) Excellent tutor, very detailed and clear.

Develop 1 mobile app "DotDashDelirium" Unity/Flutter for Android and IOS Thank you, Muhammad! You did a great job with my assignment and created a wonderful project for me. Thank you for being so responsible and staying in touch with me so that we could quickly resolve any issues!

Create a construction management app I wanted my app in a very short period of time and also i want it to be customised as well...and thanks to talha, he really delivered it all in time and according to my expectations as well...So indeed he is a very hard working and talented person and would recommend him to others as well for any job

About Muhammad

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Senior Ai Engineer | AI Agent Developer | AI Automation Expert

100% Job Success

4.7 (6 reviews)

Islamabad, Pakistan - 4:06 pm local time

𝗬𝗼𝘂𝗿 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗿𝘂𝗻𝘀 𝗼𝗻 𝗿𝗲𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝘁𝗮𝘀𝗸𝘀. 𝗜 𝗿𝗲𝗽𝗹𝗮𝗰𝗲 𝘁𝗵𝗲𝗺 𝘄𝗶𝘁𝗵 𝗔𝗜 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝘁𝗵𝗮𝘁 𝘄𝗼𝗿𝗸 𝗮𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀𝗹𝘆 — 𝟮𝟰/𝟳, 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗵𝗮𝗻𝗱-𝗵𝗼𝗹𝗱𝗶𝗻𝗴.
I build autonomous AI agents, LLM pipelines, and n8n automation workflows — systems that read documents, make decisions, call APIs, and take action without constant human input. My work lives in production, not in Notion docs.
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⚡ WHAT I'VE ACTUALLY SHIPPED
━━━━━━━━━━━━━━━━━━━━━━━━━
🔹 PropAgent.AI — Autonomous property investment agent that sources, analyzes, and scores real estate opportunities in real time
🔹 MedLex AI — Legal intake automation system; AI reads case details, extracts key facts, and routes to correct workflow — replacing hours of manual intake work
🔹 Crime Research Agent — AI pipeline that processed and structured 46 case files in under 2 minutes
🔹 Deal Flow Intelligence System — LLM + RSS + SEC filings pipeline for automated investment research and signal detection
🔹 AI WhatsApp Ordering System — High-performance ordering bot built on Groq + LLaMA 3.3 + n8n; handles orders, confirmations, and CRM updates end-to-end
🔹 Real Estate Voice Agent — LiveKit-based voice AI with RAG knowledge base + HubSpot CRM integration; books appointments autonomously
🔹 Autonomous SEO Content Pipeline — LLM + external API integration generating clinical health content at scale
🔹 AI Resume Parsing Pipeline — LLM-powered extraction, entity normalization, and structured output from unstructured CVs
🔹 Generative AI (ComfyUI + RunPod) — LoRA training, Flux image generation, serverless deployment for e-commerce (Shopify try-on, product variation generation)
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🛠 CORE CAPABILITIES
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AI Agents & Automation
n8n, Make . com, CrewAI, AutoGen, multi-agent orchestration, autonomous research agents, document processing pipelines
LLMs & RAG
LangChain, LlamaIndex, OpenAI (GPT-4o), Claude, Groq, LLaMA 3, Mistral, Pinecone, ChromaDB, FAISS, Qdrant — from simple Q&A to enterprise knowledge retrieval
Voice AI
LiveKit, Vapi, Retell AI, ElevenLabs, Deepgram — full voice agent pipelines with CRM and calendar integration
Generative AI & Image
ComfyUI, RunPod (serverless), Flux, LoRA/QLoRA fine-tuning, SDXL, virtual try-on, product image generation
Integrations
WhatsApp Business API, HubSpot, Shopify, Google Sheets, Notion, Airtable, Slack, REST APIs, Webhooks, SEC/RSS feeds
Backend
Python, FastAPI, Node Js, Next Js, Nest Js, Firebase, Supabase PostgreSQL, MongoDB, Docker, AWS, serverless architecture
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✅ GOOD FIT
━━━━━━━━━━━━━━━━━━━━━━━━━
✔ You have a real workflow you want automated or AI-augmented
✔ You need something production-ready — not a prototype
✔ You want one person who can own the whole system, end to end
✔ Speed and reliability matter more than the cheapest quote
❌ NOT A FIT
✖ You want a ChatGPT wrapper built in a weekend
✖ You're still exploring AI with no defined use-case
✖ Price is the only variable in your decision
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💬 Let's talk. Tell me what's eating your team's time — I'll tell you exactly what an AI system can do about it, and what it'll take to build.
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#AIEngineer #AIDeveloper #AgenticAI #AIAgents #GenerativeAI #LLM #LLMEngineer #OpenAI #ClaudeAI #LangChain #LangGraph #CrewAI #RAG #MCP #PromptEngineering #AIAutomation #WorkflowAutomation #Python #FastAPI #VectorDatabases #AIChatbots #MachineLearning #DeepLearning #NLP #ComputerVision #AIIntegration #APIDevelopment #CloudAI #ArtificialIntelligence #CustomAISolutions

You will get AI Resume Parsing Pipeline — LLM Extraction, Company Normalization & Skills

Let a pro handle the details

Let a pro handle the details

Project details

AI Algorithms

AI Applications

AI Development Language

AI Tools

AI Models

What's included

RJ

RJ

HI

GB

AK

About Muhammad

Senior Ai Engineer | AI Agent Developer | AI Automation Expert

Steps for completing your project

After purchasing the project, send requirements so Muhammad can start the project.

Muhammad works on your project following the steps below.

Architecture Development

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