Open to roles & collaborations

MUHAMMAD SAFDAR / AI/ML ENGINEER · GIS & GEOAI SPECIALIST

Data. Place.
Possibility.

I build practical AI, spatial intelligence and analytical tools that help people understand complex data and make informed decisions.

Pakistan & GCC experienceMSc GISEnterprise + applied research
Muhammad Safdar
Muhammad Safdar

AI/ML Engineer · GeoAI & GIS Specialist

Pakistan & GCC experience
10+ yearsGeospatial delivery
20+ peopleGIS training & enablement
38 projectsDistinct portfolio showcases
6 case studiesSelected professional work
01 / SPATIALUnderstand places.Maps · Earth observation · Infrastructure02 / INTELLIGENCEMake data useful.AI/ML · Agents · Document intelligence03 / DECISIONSSee what matters.Analytics · Dashboards · Data QA

01 / SELECTED WORK

Built to explore.
Made to make sense.

40 projects across AI/ML, GeoAI, business intelligence and engineering. Explore an application or open Details for the methods and evidence.

TravelTalk AI — travel voice agent avatar, not an interface screenshot🎙️ Agent avatar · Realtime voice AI

PYTHON / STREAMLIT / WEBRTC

NEW

🎙️ TravelTalk AI

Talk naturally, interrupt replies and plan your trip with a realtime travel voice advisor.

Realtime voiceTravel advisorTranscript export
Voice Agent AI — branded conversational voice studio overview🎙️ Featured voice AI · Project overview

PYTHON / STREAMLIT / OPENAI

NEW

🎙️ Voice Agent AI

Speak or type a question, review the transcript and hear your AI response.

Voice AIMultilingualMP3 exports
CareerRainbow AI — actual compact rainbow resume studio interface📸 Actual app interface

PYTHON / STREAMLIT / AI

NEW

🌈 CareerRainbow AI

Chat, review facts, choose from 15 designs and export a tailored PDF or Word resume.

Agentic AIPDF + Word
Suleman AI — actual rainbow application interface📸 Actual app interface

PYTHON / STREAMLIT / AI

APP

💬 Suleman AI

Chat, create images and videos, use language tools and explore data in one rainbow AI studio.

Smart chatMedia studioData exploration
FinWise AI — actual rainbow application interface📸 Actual app interface

PYTHON / STREAMLIT / AI

APP

💰 FinWise AI

Analyse budgets, explore spending charts, simulate expense cuts and track savings goals.

Budget chartsWhat-if toolsOffline insights
RAG Studio — actual rainbow application interface📸 Actual app interface

PYTHON / STREAMLIT / AI

APP

📚 RAG Studio

Explore document Q&A with hybrid retrieval, source citations, notebooks and retrieval diagnostics.

Hybrid retrievalCitationsPinned notebook
MediGuide AI — actual rainbow application interface📸 Actual app interface

PYTHON / STREAMLIT / AI

APP

🩺 MediGuide AI

Review structured symptom guidance with rule checks, language options and downloadable reports.

Structured intakeRule checksPDF reports
MarketMind AI — actual rainbow application interface📸 Actual app interface

PYTHON / STREAMLIT / AI

APP

🧠 MarketMind AI

Follow a bounded business-research agent from brief and evidence to quality review and approval.

Tool agentEvidence reviewHuman approval
SupportPearlz — actual rainbow application interface📸 Actual app interface

PYTHON / STREAMLIT / AI

APP

🤖 SupportPearlz

Ask support questions with cited document retrieval, an offline demo and inspectable evidence.

Cited answersOffline demoRetrieval lab
Steady branded overview of planning, learning and reflection; not a screenshot

Personal Growth & Wellbeing

NEW

Steady · Growth Companion

A personal growth companion that brings daily planning, learning, reflection and everyday wellbeing into one calm workspace.

Daily planningLearningWellbeing
⚖️

AI & Data Science

NEW

Lexora Legal Research

Legal evidence search with ranked cited passages, local document text and export.

Legal AIDocument searchEvidence
🛰️

GeoAI & GIS

NEW

GeoDistill Studio

Explore image pixels, inspect resolution and class-balance distributions.

GeoAIImageryData-centric ML
🗺️

GeoAI & GIS

NEW

Land Cover Dataset Preparation

Audit class manifests, cross-split leakage and exact-file duplicates; export cleaned CSV.

Dataset QALand coverValidation
Sentinel-2 analysis preview

GeoAI & GIS

01

Islamabad Feature Intelligence

Explore 245,909 footprint references with a clear map and 3D height scenarios by building type.

245,909Reference footprints
ArcGISPythonGeoAI
Project preview

GeoAI & GIS

02

GeoAI Resilience Intelligence Suite

Five spatial workflows for urban growth, floods, utilities, drainage and Earth observation.

5 workflowsSpatial decision support
PythonGeoAIGIS
Project preview

AI & Data Science

03

HIS AI Agentic Solutions

Connect specialist agents, tools and validation through a clear human-review workflow.

Agents + toolsHuman review built in
Agentic workflowsHuman reviewGeoAI
Project preview

AI & Data Science

04

AI HealthAssist

Structured intake, clinical calculators and geographic context for educational health analysis.

Intake → insightEducational prototype
Structured intakeClinical calculatorsHealth GIS
Project identity

GeoAI & GIS

05

AgriSentinel Pakistan

Monitor crop fields, review satellite indices, track pesticide follow-up and explore source-cited guidance and harvest models.

Crop → insightFarmer decision support
LeafletCrop intelligenceValidated ML
Project preview

AI & Data Science

06

Python & AI Analytics Lab

Follow four Python projects from data preparation to modeling and evaluation.

4 projectsClassification to forecasting
Pandasscikit-learnTensorFlow/Keras
IMPLEMENTATION WORKFLOW
01District screening
02Hazard scenarios
03Response planning
Documented workflow

GeoAI & GIS

07

Pakistan National Flood Intelligence

Screen districts, inspect dated flood context and explore response-planning scenarios.

35 districtsQualitative screening
ReactTypeScriptGeoJSON
Project preview

AI & Data Science

08

Prediction Studio

Upload CSVs to audit model results, hospital capacity, stock and device-event trends.

4 CSV workflowsBrowser-based analysis
CSV analyticsModel evaluationClient-side JavaScript
IMPLEMENTATION WORKFLOW
01Invoice / receipt
02OCR extraction
03Review & export
Documented workflow

Engineering & OCR

09

Zarwa Bill Scanner / HIS Bill Scanner

Extract invoice and receipt fields with OCR, then review them against the original bill.

OCR → CSVReviewable bill extraction
Tesseract.jsReactTypeScript
Project preview

GeoAI & GIS

10

GeoSentinel AI

Connect geographic context, municipal incidents and flood-intelligence workflows.

Map + incidentsGeospatial decision support
Web GISFlood intelligenceIncident workflows
Project preview

Business Intelligence

11

Laptop Sales & Pricing Intelligence

Explore laptop brands, price bands, reported sales and inventory quality.

4,446 listingsRetail pricing intelligence
Power BIDAXRetail Analytics
Project preview

Business Intelligence

12

Customer Purchase Intelligence

Explore purchases by year, country, product and customer age band.

2016–2019Customer purchase analysis
Power BIDAXCustomer Analytics
Project preview

Business Intelligence

13

Superstore Sales Intelligence

Track sales, profit, margins and regional performance with documented data QA.

5,899 order linesSales & profitability
Power BIDAXData Analytics
Project preview

GeoAI & GIS

14

GeoAI Site Intelligence Suite

Compare site suitability, flood-mitigation locations and utility-scale solar screening.

3 applicationsSpatial screening prototypes
PythonGeoAIGIS
Project preview

GeoAI & GIS

15

Pakistan Infrastructure GIS Command Centre

Bring utility networks, asset condition, field verification and project QA into one view.

Assets + QAInfrastructure GIS prototype
Infrastructure GISUtilitiesProject monitoring
Project preview

Engineering & OCR

16

Planora AI — CAD, BIM & GIS Flow

Explore a connected brief-to-design workflow across CAD, BIM, MEP, GIS and costing.

CAD · BIM · GISConnected engineering workflow
CADBIM–GIS3D
IMPLEMENTATION WORKFLOW
01Document ingestion
02Semantic retrieval
03Source-aware answer
Documented workflow

AI & Data Science

17

LangChain RAG Document Assistant

Trace documents from ingestion and semantic retrieval to answers with source context.

Retrieve → citeDocument intelligence
PythonLangChainVector search
IMPLEMENTATION WORKFLOW
01Drawing pages
02Component extraction
03Engineering review
Documented workflow

Engineering & OCR

18

MEP Scanner System

Extract drawing components, equipment tags, dimensions and airflow with OCR.

OCR + contextEngineering document review
PythonEasyOCROpenCV
Notebook dashboard

AI & Data Science

19

Sonar Signal Classification

Classify rock and mine sonar signals with scaled SVC and inspect prediction errors.

81.0%Test accuracy · supplied run
PythonSVCSignal classification
Notebook dashboard

AI & Data Science

20

Breast Cancer Classification

Evaluate PCA + SVC with malignant recall, confusion matrices and precision–recall.

92.9%Malignant recall · educational
PythonPCAModel evaluation
Notebook dashboard

AI & Data Science

21

Credit Card Fraud Detection

Inspect rare-event classification, missed fraud and false alarms at a selected threshold.

83.7%Fraud recall · supplied run
Random ForestThreshold tuningPrecision–recall
Notebook dashboard

AI & Data Science

22

House Price Prediction

Predict California house values and inspect errors by location and price range.

$46,504Test RMSE
PythonHistGradientBoostingGeographic error analysis
Notebook dashboard

AI & Data Science

23

Medical Insurance Cost Prediction

Estimate insurance charges using log-target regression and subgroup error analysis.

1,959.91Test MAE · educational
Random ForestLog-target regressionError analysis
Notebook dashboard

AI & Data Science

24

Customer Segmentation

Discover income-and-spending segments with cluster profiles and silhouette analysis.

5 clusters200 customers · silhouette 0.555
K-MeansSilhouette analysisCustomer profiling
Notebook dashboard

AI & Data Science

25

Fake News Text Classification

Explore TF-IDF + LinearSVC, influential terms and article-classification errors.

95.4%Test accuracy · supplied run
TF-IDFLinearSVCNLP
Notebook dashboard

AI & Data Science

26

Airline Passenger Forecasting

Compare ARIMA and seasonal SARIMAX with historical validation and residual analysis.

18.83Log-SARIMAX test RMSE
ARIMASARIMAXTime series
GeoSentinel Drain FloodOps
Drainage & flood operations

GeoAI & GIS

27

GeoSentinel Drain FloodOps

A GeoSentinel project focused on drainage and flood operations.

Drain + FloodGeoSentinel project
DrainageFlood operationsGIS
Open app ↗

ChatGPT sign-in is required to access the application.

02 / PROFESSIONAL CASE STUDIES

Experience in real-world contexts.

Selected maps from utilities, flood management, agriculture, infrastructure and environmental assessment.

03 / ABOUT & CAPABILITIES

Geospatial depth.
A practical AI mindset.

MSc GIS professional with experience across enterprise GIS, spatial databases, remote sensing, utilities and infrastructure in Pakistan and the GCC.

I combine field and engineering context with AI/ML, Python, analytics and intelligent workflows, focusing on model evaluation, data quality and human review.

01

Enterprise GIS

ArcGIS · QGIS · PostGIS
Geodatabases, topology & field workflows

02

Remote sensing & GeoAI

Sentinel · GEE · GeoPandas
Earth observation & spatial analysis

03

AI/ML Engineering

Python · scikit-learn · TensorFlow/Keras
Predictive models, evaluation, RAG & APIs

04

Engineering & intelligence

CAD/BIM · GNSS · Power BI
Asset context, survey & reporting

04 / CAREER & LEARNING

From field data to decision support.

View resume ↗

GIS Specialist

Professional Geo Tech Services FZC LLC

Utilities, infrastructure, GNSS and environmental spatial delivery across KSA/UAE assignments.

GIS Expert

TerraSense Consulting Pvt. Ltd.

GeoAI land-cover analysis, satellite crop intelligence, wheat estimation and predictive workflows.

GIS Specialist

FGEHA, Islamabad

CAD-to-GIS transformation, topology, cadastral and infrastructure geodatabases; 20+ staff trained.

GIS Manager

Kernel Seeds Corporation

Geodatabase management, georeferencing, crop analysis and precision-agriculture information.

GIS Manager

PDMA Punjab — PIU, Multan

Flood intelligence for Chenab and Sutlej influence areas, exposure analysis and emergency mapping.

Junior GIS Professional

The Urban Unit

Urban, land, infrastructure and survey-focused GIS delivery for public-sector planning.

GIS Assistant / GIS Associate

The Urban Unit & Loyal Consultants

Foundation in mapping, digitization, field-survey integration, spatial analysis and cartography.

Education & professional development +
  • Python with Full Stack AINexSkills · 2026
  • Artificial Intelligence Using PythonDigiSkills · 2026
  • Data Analytics & Business IntelligenceDigiSkills · 2026
  • MSc GISUniversity of the Punjab
  • Remote Pilot CertificateGACA, Saudi Arabia
  • Python Essentials 1Cisco
  • Imagery in ActionEsri
  • Spatial Data ScienceEsri

05 / LET’S CONNECT

Have a spatial or
data challenge?

Open to AI/ML engineering, GIS, GeoAI, Python, data analytics and technical leadership opportunities in Pakistan, the GCC and globally.

START A CONVERSATION

Your next project,
clearly defined.

Tell me what you want to achieve. Prepare a short brief, then review it in your email app before sending.

No account required. Your draft stays in this browser; nothing is sent automatically.