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MUHAMMAD SAFDAR / AI/ML ENGINEER · GIS & GEOAI SPECIALIST
I build practical AI, spatial intelligence and analytical tools that help people understand complex data and make informed decisions.
AI/ML Engineer · GeoAI & GIS Specialist
Pakistan & GCC experience01 / SELECTED WORK
40 projects across AI/ML, GeoAI, business intelligence and engineering. Explore an application or open Details for the methods and evidence.
40 projects
Talk naturally, interrupt replies and plan your trip with a realtime travel voice advisor.
Speak or type a question, review the transcript and hear your AI response.
Chat, review facts, choose from 15 designs and export a tailored PDF or Word resume.
Chat, create images and videos, use language tools and explore data in one rainbow AI studio.
Analyse budgets, explore spending charts, simulate expense cuts and track savings goals.
Explore document Q&A with hybrid retrieval, source citations, notebooks and retrieval diagnostics.
Review structured symptom guidance with rule checks, language options and downloadable reports.
Follow a bounded business-research agent from brief and evidence to quality review and approval.
Ask support questions with cited document retrieval, an offline demo and inspectable evidence.
A personal growth companion that brings daily planning, learning, reflection and everyday wellbeing into one calm workspace.
Legal evidence search with ranked cited passages, local document text and export.
Explore image pixels, inspect resolution and class-balance distributions.
Audit class manifests, cross-split leakage and exact-file duplicates; export cleaned CSV.
Explore 245,909 footprint references with a clear map and 3D height scenarios by building type.
Five spatial workflows for urban growth, floods, utilities, drainage and Earth observation.
Connect specialist agents, tools and validation through a clear human-review workflow.
Structured intake, clinical calculators and geographic context for educational health analysis.
Monitor crop fields, review satellite indices, track pesticide follow-up and explore source-cited guidance and harvest models.
Follow four Python projects from data preparation to modeling and evaluation.
Screen districts, inspect dated flood context and explore response-planning scenarios.
Upload CSVs to audit model results, hospital capacity, stock and device-event trends.
Extract invoice and receipt fields with OCR, then review them against the original bill.
Connect geographic context, municipal incidents and flood-intelligence workflows.
Explore laptop brands, price bands, reported sales and inventory quality.
Explore purchases by year, country, product and customer age band.
Track sales, profit, margins and regional performance with documented data QA.
Compare site suitability, flood-mitigation locations and utility-scale solar screening.
Bring utility networks, asset condition, field verification and project QA into one view.
Explore a connected brief-to-design workflow across CAD, BIM, MEP, GIS and costing.
Trace documents from ingestion and semantic retrieval to answers with source context.
Extract drawing components, equipment tags, dimensions and airflow with OCR.
Classify rock and mine sonar signals with scaled SVC and inspect prediction errors.
Evaluate PCA + SVC with malignant recall, confusion matrices and precision–recall.
Inspect rare-event classification, missed fraud and false alarms at a selected threshold.
Predict California house values and inspect errors by location and price range.
Estimate insurance charges using log-target regression and subgroup error analysis.
Discover income-and-spending segments with cluster profiles and silhouette analysis.
Explore TF-IDF + LinearSVC, influential terms and article-classification errors.
Compare ARIMA and seasonal SARIMAX with historical validation and residual analysis.
A GeoSentinel project focused on drainage and flood operations.
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02 / PROFESSIONAL CASE STUDIES
Selected maps from utilities, flood management, agriculture, infrastructure and environmental assessment.
03 / ABOUT & CAPABILITIES
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.
ArcGIS · QGIS · PostGIS
Geodatabases, topology & field workflows
Sentinel · GEE · GeoPandas
Earth observation & spatial analysis
Python · scikit-learn · TensorFlow/Keras
Predictive models, evaluation, RAG & APIs
CAD/BIM · GNSS · Power BI
Asset context, survey & reporting
04 / CAREER & LEARNING
Utilities, infrastructure, GNSS and environmental spatial delivery across KSA/UAE assignments.
GeoAI land-cover analysis, satellite crop intelligence, wheat estimation and predictive workflows.
CAD-to-GIS transformation, topology, cadastral and infrastructure geodatabases; 20+ staff trained.
Geodatabase management, georeferencing, crop analysis and precision-agriculture information.
Flood intelligence for Chenab and Sutlej influence areas, exposure analysis and emergency mapping.
Urban, land, infrastructure and survey-focused GIS delivery for public-sector planning.
Foundation in mapping, digitization, field-survey integration, spatial analysis and cartography.
05 / LET’S CONNECT
Open to AI/ML engineering, GIS, GeoAI, Python, data analytics and technical leadership opportunities in Pakistan, the GCC and globally.
START A CONVERSATION
Tell me what you want to achieve. Prepare a short brief, then review it in your email app before sending.