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🏢 Founder & Lead AI Engineer · Jillani SofTech

Muhammad
Ghulam Jillani

Lead AI Engineer and founder of Jillani SofTech, delivering RAG systems, LLM Copilots, n8n automations, and MLOps pipelines, achieving an average operational efficiency gain of 47% across 27+ enterprise clients. $100k+ earned on Upwork with 100% Job Success.

💚 $100k+ · Upwork Top Rated Plus · 100% JSS
🌟 24x LinkedIn Top Voice in AI & ML
🥇 Top 100 Global Kaggle Master
🚀 NVIDIA Developer Program
☁️ AWS · Azure · GCP Certified
See Projects & ROI 🏢 Visit Jillani SofTech Download Portfolio
Muhammad Ghulam Jillani
Muhammad Ghulam Jillani
Founder & Lead AI Engineer · AWS Certified
27+Enterprise Clients
22+AI Systems Live
47%Avg Efficiency Gain
100%Job Success Rate
$100,000+ 💚 Upwork Earnings · Top Rated Plus · 6+ Years
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Upwork Top Rated Plus · $100k+ Earned AWS · Azure · GCP Certified 24x LinkedIn Top Voice in AI HIPAA · GDPR · SOC 2 Compliant USA · UK · EU · Canada · APAC 100% Job Success · 6+ Years Top 100 Global Kaggle Master NVIDIA Developer Program
🤝 Certified, Recognized & Trusted On
27+Enterprise Clients
22+AI Systems Deployed
$100k+Upwork Earned
100%Job Success Rate
47%Avg Efficiency Gain
3Cloud Certifications
24/7Support Coverage
📈 Why Enterprises Choose Me

AI That Delivers Real ROI

Every engagement starts with KPIs defined before code is written. Here is what that looks like in production.

💰
$870K+
Cost Savings Delivered
Documented client cost reductions via AI-driven workflow automation across 27+ enterprise deployments in Finance, Healthcare, and Retail.
⚡
47%
Average Efficiency Gain
Measured process efficiency improvement across RAG systems, automation pipelines, and predictive analytics solutions post-deployment.
🕐
65%
Manual Workload Reduced
Average reduction in human hours via intelligent automation using n8n, RPA, multi-agent AI, and LLM-powered document workflows.
🛡️
99.9%
Enterprise Uptime SLA
Production AI systems maintained at 99.9% uptime across AWS, Azure, and GCP with 24/7 monitoring and zero-downtime deployments.
👤 Founder Story

From AI Engineer to Founder

🏢 Founder & Lead AI Engineer · Jillani SofTech · Fully remote

I am Muhammad Ghulam Jillani, a Lead AI Engineer who built a track record deploying enterprise AI across three cloud platforms before founding Jillani SofTech to scale that impact for clients who demand real results.

Over 6+ years I have shipped 22+ production AI systems, including HIPAA-compliant clinical decision support for a US hospital network and autonomous financial risk agents. $100k+ earned on Upwork, 100% Job Success Rate, Top Rated Plus status, 24x LinkedIn Top Voice.

Today I lead Jillani SofTech as an enterprise AI studio building RAG systems, LLM Copilots, n8n automation pipelines, multi-agent architectures, and MLOps infrastructure. We do not build demos. We ship production systems that pay for themselves.

📊 What I Bring to Every Engagement

ROI defined before code is written
HIPAA, GDPR and SOC 2 compliant
AWS, Azure and GCP certified
Weekly demos, full transparency
24/7 monitoring and support
Discovery to deployment in weeks
2025 - Present
🚀 Founder & Lead AI Engineer
Jillani SofTech · Enterprise AI Studio
2024 - Present
Principal AI & Cloud Data Scientist
EFS Networks Inc · AWS-Certified ML Specialist
2024 - 2025
🎖️ NVIDIA Developer Program Contributor
GPU-Optimised GenAI · Community Contribution
2022 - 2024
Senior Data Scientist & ML Engineer
BlocBelt · Led team of 3
2022 - 2023
🎓 Data Scientist & Mentor
KaggleX BIPOC Mentorship Program
$870K+Cost Savings Delivered
97.9%Peak Model Accuracy
6+Years Enterprise AI
500+Markets Analysed
24x🌟 LinkedIn Top Voice · AI, ML & Cloud · Global Recognition

🎓 Education & Affiliations

🎓 Institute of Management Sciences
☁️ AWS AI Community Member
🌐 Google Developer Group Member
💻 GitHub Developer Program Member
🚀 NVIDIA Developer Program Contributor
🎓 KaggleX BIPOC Mentor
🏢 Our Company

Jillani SofTech Enterprise AI Studio

We engineer production AI systems that deliver measurable ROI for enterprises across the USA, UK, Germany and EU. No demos. No proofs of concept. Live systems.

Jillani SofTechEnterprise AI · LLM · RAG · n8n · Automation · MLOps · Cloud AI
Visit Website

Jillani SofTech is an AI-first technology company founded by Muhammad Ghulam Jillani. We partner with enterprises in Banking, Healthcare, LegalTech, Retail, and Manufacturing to design, build, and scale intelligent systems - from RAG-powered knowledge platforms to autonomous multi-agent pipelines and n8n workflow automations. Every engagement begins with defined KPIs and ends with systems in production generating measurable business value.

27+Enterprise Clients · USA · UK · EU · APAC
22+AI Systems in Production · 99.9% Uptime
24/7Support · Monitoring · Maintenance
🧠
Generative AI & LLMs
Custom deployments of GPT-5.5, Claude Opus 4.8, Gemini 3.5 and Llama 4, fine-tuned with RLHF and grounded in your proprietary data for accuracy generic AI cannot match.
GPT-5.5Claude Opus 4.8Gemini 3.5Llama 4
🔗
LangChain RAG & Agentic AI
Enterprise knowledge retrieval pipelines using LangChain, LangGraph, and vector databases with 61% better retrieval precision across millions of records.
LangGraphLangChainPineconeWeaviate
⚙️
n8n & Intelligent Automation
AI-powered business process automation connecting 400+ services, self-hosted for full data sovereignty, running 24/7 and reducing manual workloads by 65%.
n8nMake.comUiPathPower Automate
🤖
Multi-Agent AI Systems
Advanced agent orchestration using CrewAI and LangGraph. Autonomous agents that collaborate, self-correct, and complete complex multi-step operations without human oversight.
CrewAIAutoGenLangGraphLangSmith
☁️
Cloud AI & MLOps
Certified across AWS, Azure and GCP with scalable MLOps pipelines, automated CI/CD, drift monitoring and zero-downtime deployments. 29% faster deployment cycles.
AWS BedrockSageMakerAzure MLVertex AI
📊
Predictive Analytics & BI
Advanced forecasting and business intelligence on Snowflake and Databricks, turning raw enterprise data into real-time strategic intelligence leadership can act on confidently.
SnowflakeDatabricksPower BIApache Spark
🏭 Industries I Serve

Domain Expertise Across Sectors

Production AI deployed for regulated, high-stakes enterprises where accuracy, compliance, and ROI are non-negotiable.

💳
Banking & FinTech
Fraud detection, autonomous risk advisors, transaction monitoring, and document automation for financial institutions.
🏥
Healthcare & MedTech
HIPAA-compliant clinical decision support, patient monitoring, and medical document intelligence for hospital networks.
⚖️
LegalTech
Intelligent contract analysis, compliance QA, and regulatory document review at 91% citation accuracy with zero hallucinated citations.
🛒
Retail & E-Commerce
GenAI shopping copilots, demand forecasting, RLHF-tuned recommendation engines, and inventory optimisation.
🏭
Manufacturing
Predictive maintenance, IoT analytics, and real-time computer-vision quality control across global facilities.
🏢
Enterprise SaaS
RAG knowledge platforms, internal copilots, and intelligent automation embedded into your existing stack.
🛠️ How I Work

From Idea to Production ROI

A transparent, KPI-anchored process. You see working software every week - not just status reports.

01
🔍
Discovery & ROI Mapping
We define KPIs and success metrics before any code. You know the expected return upfront.
02
📐
Architecture & Design
I design the data flow, model choices, and compliance approach tailored to your existing stack.
03
⚙️
Build & Iterate
Weekly demos and full transparency. Working software every sprint, fully version-controlled.
04
🚀
Deploy to Production
Zero-downtime deployment across AWS / Azure / GCP with monitoring, CI/CD, and drift detection.
05
🛡️
Support & Scale
24/7 monitoring, maintenance, and optimisation. Your AI keeps paying for itself.
💻 Technical Depth

The Stack Behind Production AI

🧠

Generative AI & LLMs

GPT-5.5 · Claude Opus 4.8 · Gemini 3.5 · Llama 495%
RAG Systems · Agentic AI · LangGraph93%
Fine-Tuning · RLHF · LoRA · QLoRA90%
Vector DBs · Pinecone · Weaviate · Qdrant91%
Prompt Engineering · Chain-of-Thought94%
☁️

Cloud AI & MLOps

AWS · SageMaker · Bedrock · Lambda92%
Azure AI · OpenAI Service · Azure ML87%
GCP Vertex AI · BigQuery · Cloud Run84%
MLflow · ZenML · LangSmith · LLMOps88%
Docker · Terraform · CI/CD · GitHub Actions84%
⚙️

Agentic AI & Automation

Python · FastAPI · Async Pipelines97%
n8n · Make.com · Zapier · Power Automate92%
CrewAI · AutoGen · LangGraph · LangSmith91%
Groq · Together AI · Replicate · HF Hub88%
TensorFlow · PyTorch · YOLO · OpenCV87%
GPT-5.5Claude Opus 4.8Gemini 3.5Llama 4Mistral Large 3DeepSeek V3Qwen 3LangGraphLangChainLangSmithLlamaIndexCrewAIAutoGenn8nMake.comZapierAWS BedrockAmazon QSageMakerAzure OpenAIVertex AI Agent BuilderGroq CloudTogether AIReplicateHugging Face HubPineconeWeaviateQdrantFAISSMLflowZenMLSnowflakeDatabricksFastAPIStreamlitvLLMOllamaWeights & BiasesKubeflowDockerNVIDIA CUDAUiPath
💼 Portfolio

Enterprise AI In Production

Every project below is a live system with documented ROI. Production AI that enterprises rely on every single day.

🧠
Enterprise Knowledge Navigator · Agentic RAG
Multi-agent RAG pipeline with metadata tagging and vector-enhanced retrieval. Internal search time cut by 54% across engineering and support teams.
54%Time Saved
61%Retrieval
8,000+Daily Queries
LangGraphGPT-5.5PineconeAWS S3
GitHub✍️ Article
📈
Revenue Operations Platform · Pipeline Automation
Multi-agent pipeline that scores, enriches and routes inbound leads, then fires the follow-up sequence against live CRM data. 900+ automated triggers run every day.
$340KPipeline
1.8xQualified Leads
48%Less Manual
CrewAIn8nAzure OpenAI
GitHub🏢 Company
🏥
MedIQ Insights · Clinical Decision Support AI
HIPAA-compliant GenAI platform for hospitals. Analyses patient history, lab reports and symptoms via hybrid agentic RAG. 91% factual accuracy in production.
91%Accuracy
27%Less Intake
48%Less Manual
Claude Opus 4.8Vertex AIWeaviate
GitHub🏢 Company
⚖️
LegalDoc AI · Intelligent Contract Analysis
Agentic RAG for legal contract review. What took paralegals 2 full days now takes 2 minutes at 91% citation accuracy with zero hallucinated citations.
91%Citation Acc
60%Lower Cost
0Hallucinated
LangChainFAISSGemma 3 27B
GitHub✍️ Article
🎙️
Voice AI Agent · Autonomous Tier-1 Support
Real-time voice agent handling tier-1 call volume end to end, with live transfer to a human the moment intent falls outside its scope.
80%+Calls Autonomous
sub-1sLatency
45%Lower Handle Time
LiveKitDeepgramLangGraph
GitHub🏢 Company
🛒
RetailGPT Copilot · AI Retail Revolution
Enterprise GenAI Copilot using real-time behaviour analysis and RLHF-tuned models for product recommendations and inventory forecasting. Sub-100ms recommendation latency in production.
+14%Conversion
+31%Inventory
62%Forecasting
AWS BedrockRLHFLangChain
GitHub🏢 Company
🗺️
LLMOps Control Plane · Model Governance
Five production models running under one control plane with automated drift detection, evaluation gates and audit-ready lineage for SOC 2 review.
5Models Governed
24/7Drift Detection
SOC 2Audit Lineage
MLflowLangSmithZenML
GitHub🏢 Company
🛡️
AI Compliance Copilot · Regulatory QA
Parses and validates compliance reports against GDPR, HIPAA, SOC 2. AI-generated risk flags, PII redaction, and 2.3x faster regulatory reporting across 8 jurisdictions.
84%Gap Accuracy
52%Less Manual
2.3xReporting
LangChainOpenSearchBedrock
GitHub🏢 Company
💬
Autonomous Support Desk · Multi-Channel AI
Autonomous resolution across seven support channels, escalating to a human only when confidence drops below the agreed threshold.
61%No Escalation
44%Faster Reply
7Channels
LangGraphPineconeFastAPI
GitHub🏢 Company
View All 80+ Projects on GitHub
💼 Engagement Models

Four Ways to Work Together

Every engagement is fixed scope, with acceptance criteria agreed during discovery. Pricing is quoted per engagement once we know what success looks like, so you are never buying hours.

AI Readiness Sprint
One week. Architecture, KPI definition, an ROI model and a build plan that is yours to keep. Credited against the build if we proceed.
Fixed scope, fixed price
Production Pilot
Four to six weeks. One system live in production, measured against acceptance criteria set before the build starts. Not a proof of concept.
Fixed scope, fixed price
End-to-End Ownership
Eight to twelve weeks. Discovery through production, including integrations, MLOps and compliance, with full handover and documentation.
Fixed scope, milestone billing
Managed AI
Monthly retainer. Monitoring, drift detection, model refresh and ongoing iteration, so the system keeps earning long after go-live.
Rolling monthly

💡 Have an AI Project in Mind?

Let's define the ROI before you commit a single dollar. Book a free 30-minute strategy call and walk away with a clear plan - whether or not we work together.

📅 Book Free Strategy Call Chat on WhatsApp
💬 Client Success Stories

Trusted by Enterprise Leaders

Real results from real clients. Every testimonial is from a verified enterprise engagement with documented business outcomes.

"

RAG-powered knowledge system reduced our internal search time by 54% and dramatically improved team productivity. Delivered on time, on budget, with zero surprises throughout.

MS
Michael Stevens
CTO, TechCorp Solutions, USA
✅ Verified Enterprise Client
"

HIPAA-compliant patient monitoring AI reduced false alerts by 85% across our hospital network. They understood clinical constraints, regulatory requirements, and technology simultaneously.

RC
Dr. Rachel Chen
CMO, HealthTech Innovations, UK
✅ Verified Enterprise Client
"

AI Copilot delivered a 14% boost in conversion and 31% inventory accuracy improvement within 90 days of go-live. Every recommendation is grounded in data and commercial reality.

JW
James Wilson
VP Digital Strategy, RetailMax, USA
✅ Verified Enterprise Client
"

AWS-integrated AI platform reduced deployment time by 65% and improved prediction accuracy by 38%. The architecture is now the backbone of our entire analytics operation.

ES
Evan Solomon
CEO, EFS Networks, USA
✅ Verified Enterprise Client
"

Compliance AI cut manual ESG auditing by 52% and made regulatory reporting 2.3x faster. Their expertise in regulatory AI saved us millions in potential penalties.

LT
Lisa Thompson
Chief Compliance Officer, Global Enterprises, EU
✅ Verified Enterprise Client
"

n8n automation cut lead response times from 4 hours to under 3 minutes. Their n8n expertise is on another level - workflows our internal team would never have conceived.

MR
Marcus Reid
COO, GrowthEdge Partners, Canada
✅ Verified Enterprise Client
"

RAG system now processes 8,000+ queries daily with 61% better retrieval precision, cutting support workload by 65%. We consider Jillani SofTech a long-term strategic partner, not a vendor.

SC
Sarah Chen
VP Engineering, TechVentures Global, Germany
✅ Verified Enterprise Client
"

Generative AI solutions delivered 47% operational efficiency gains within six months. Their people-first methodology made adoption seamless across our 2,000-person organisation.

FS
Frank Shines
Head of AI & Digital Transformation, USA
✅ Verified Enterprise Client
"

Legal contract review built in 6 weeks. Two full days now takes two minutes at 91% citation accuracy. Their NLP expertise and delivery pace are a rare combination.

HM
Hannah Morrison
Director of Innovation, LegalEdge UK
✅ Verified Enterprise Client
📜 Verified Credentials

Certifications & Cloud Expertise

Certified across all three major cloud platforms and contributing to NVIDIA's developer ecosystem - every credential independently verifiable.

AWS Certified
Machine Learning - Specialty & Cloud Practitioner. SageMaker, Bedrock, and production MLOps on AWS.
Verified on Credly
Microsoft Azure AI
Azure AI Engineer skill set - Azure ML, Azure OpenAI Service, and Cognitive Services deployments.
Verified on Credly
Google Cloud AI
Vertex AI, BigQuery ML, and Cloud Run - building and scaling ML workloads on GCP.
Verified on Credly
NVIDIA Developer
NVIDIA Developer Program contributor - GPU-optimised GenAI, CUDA acceleration, and DLI learning.
Developer Program
View All Credentials on Credly
✍️ Thought Leadership

Knowledge Hub

Sharing deep expertise on AI, LLMs, RAG, and enterprise machine learning with a global audience of 1000+ readers on Medium.

⚖️
RAG vs Fine-Tuning vs Prompt Engineering: Optimising LLM Models
Deep comparison of three core LLM optimisation methods - when to use each, trade-offs, and real enterprise use cases.
Read on Medium
🤖
Mastering AI Agents: From Basics to Advanced RAG-Based Agents
Comprehensive guide from foundational agent concepts to production autonomous systems transforming enterprise operations.
Read on Medium
🧬
Understanding Encoders, Decoders and Encoder-Decoder LLMs
Architectural deep-dive into the LLM families powering modern AI, explained through expert mentor-mentee dialogue.
Read on Medium
🔧
LangChain vs LlamaIndex vs Haystack: Choosing the Right LLM Framework
A comprehensive comparison helping engineers choose the right AI application foundation.
Read on Stackademic
🧠
How AutoGen, LangChain and RAG Are Revolutionising Enterprise Chatbots
Three technologies reshaping conversational AI and what it means for enterprise deployments today.
Read on Medium
🎓
Understanding the Training Workflow of Large Language Models
From raw data to production LLM - the complete modern training workflow with technical depth and enterprise perspective.
Read on Medium
✍️ Read All Articles on Medium
🏆 Global Recognition

Industry Achievements

🌟
24x LinkedIn Top Voice
AI, ML & Cloud Computing
Consistent global thought leadership recognition across AI, Machine Learning, and Cloud ML.
🥇
Top 100 Global Kaggle Master
Kaggle Community
Elite ranking in global data science competitions, Top 100 worldwide out of millions of participants.
🏆
$100k+ · Top Rated Plus
Upwork Platform
Highest tier freelancer status with 100% Job Success Rate across 6+ years of enterprise engagements.
🚀
NVIDIA Developer Program
NVIDIA Corporation
Contributor to GPU-optimised enterprise GenAI solutions and open-source LLM development.
🎓
KaggleX BIPOC Mentor
Kaggle
Mentoring underrepresented data scientists globally, 4 mentee teams led through full AI and ML projects.
☁️
AWS · Azure · GCP Certified
3 Cloud Platforms
Certified across all three major cloud platforms, including AWS ML Specialist and Azure AI credentials.
🌐
Google Developer Group
Google
Active member contributing to AI community knowledge-sharing and open-source initiatives globally.
💻
GitHub Developer Program
GitHub
Member of the GitHub Developer Program with 80+ open-source AI repositories and active contributions.
❓ Frequently Asked Questions

Answers Before You Reach Out

The questions enterprise teams ask most often. Have another one? Just send a brief below.

💵 How do you price engagements?
Four fixed-scope packages, quoted per engagement after discovery: a one-week AI Readiness Sprint, a four to six week Production Pilot, an eight to twelve week End-to-End Ownership build, and a monthly Managed AI retainer. Every quote is anchored to the ROI we define in discovery, so you know the expected return before committing.
⏱️ How long until I see results?
Discovery wraps in days, not weeks. You'll typically see a working demo within the first 1-2 weeks, and most production systems ship in weeks rather than months - with weekly demos so there are never any surprises.
🛡️ Do you handle HIPAA, GDPR & SOC 2 compliance?
Yes. Compliance is designed into the architecture from day one, not bolted on later. I've shipped HIPAA-compliant clinical systems and GDPR/SOC 2-aligned compliance copilots for regulated enterprises across healthcare, finance, and legal.
🔒 Will my data stay secure and confidential?
Absolutely. NDAs are standard, and I offer self-hosted deployments (e.g. self-hosted n8n and private model endpoints) for full data sovereignty. Your proprietary data never leaves infrastructure you control unless you choose otherwise.
☁️ Which cloud platforms do you work with?
All three major clouds - AWS, Azure, and GCP - and I'm certified on each. I'll recommend the platform that best fits your existing stack, budget, and compliance needs rather than forcing a one-size-fits-all approach.
🔧 Do you offer support after launch?
Yes - 24/7 monitoring, maintenance, and optimisation are available via support retainers. Production AI needs drift detection, model refreshes, and ongoing tuning to keep delivering ROI, and I keep your systems performing long after go-live.
📧 Get In Touch

Ready to Build AI That Pays For Itself?

Send a project brief or book a free 30-minute strategy call. I respond within 24 hours to every serious inquiry.

📇 Direct Contact

LocationFully remote · USA, UK, Germany, EU
Personal Emailm.g.jillani123@gmail.com
Company Emailm.g.jillani@jillanisoftech.com
Phone+1-501-420-2439
WhatsAppMessage me on WhatsApp
LinkedIn GitHub Kaggle Medium Upwork Twitter Credly Website
Available for enterprise projects · Responds within 24 hours
📅 Book Free Strategy Call WhatsApp

🏆 Industry Recognition

🌟24x LinkedIn Top Voice in AI & Cloud ML
🥇Top 100 Global Kaggle Master
🎓KaggleX BIPOC Mentor
🚀NVIDIA Developer Program Contributor
🌐Google Developer Group Member
⭐Upwork Top Rated Plus · $100k+ Earned
💻GitHub Developer Program Member
☁️AWS AI Community Member

📬 Send a Project Brief

📅 Book Free Call