Open to global opportunities · Pakistan & GCC experience

I build AI that understands place, evidence & people.

I’m Muhammad Safdar — a GIS specialist of 14+ years turned Generative AI & GeoAI engineer. I ship Python applications that connect language models, reviewed tools and spatial data to real decisions.

Explore 37 live projects Download CV
Years in GIS & remote sensing
14+
Deployed applications
37
Agentic AI products
12
Evaluated ML studies
8
Agentic AIRetrieval-augmented generationGeoAIRemote sensingFlood intelligenceEnterprise GISMachine learningPower BICAD · BIM · GISVoice AI

02 — Full index

Every project, live and inspectable.

Filter by discipline or search by tool. Each card shows the deployment’s current health from the automated check.

Generative & Agentic AI

AI Career Mentor

Multi-agent interviewer & career coach

Six specialist agents coordinated by an orchestrator run adaptive interviews across 8 roles, with a 10-category scorecard, English & coding labs, a 3D voice/video interviewer and a 90-day roadmap.

  • Multi-agent
  • Claude / OpenAI
  • Three.js
  • Docker
Open app Source

Generative & Agentic AI

TravelTalk AI

Realtime travel voice advisor

Browser WebRTC voice with semantic turn detection and interruptions, travel preferences, captions, reconnect and JSON transcript export.

  • OpenAI Realtime
  • WebRTC
  • Streamlit
Open app Source

Generative & Agentic AI

MarketMind AI

Bounded business research agent

Plan → research → compare → synthesize → quality review → named human approval, with schema-validated tools, evidence-linked claims and capped cost.

  • Tool agent
  • Evidence review
  • Human approval
Open app Source

Generative & Agentic AI

RAG Studio

Document research & hybrid retrieval

Ingests PDFs, scans, Word, images and CSV; semantic + BM25 hybrid search, query rewriting, re-ranking, citation checks and a pinned notebook.

  • Hybrid RAG
  • BM25
  • Citations
Open app Source

Generative & Agentic AI

HealthAssist v2

Tool-calling health workspace

Intake, patient registry, vitals, labs and care tasks with seven bounded tools, OpenAI/Gemini, English/Urdu and opt-in document sharing.

  • Tool calling
  • OpenAI / Gemini
  • Retrieval
Open app Source

Generative & Agentic AI

GharBuilder AI

House design & estimation agent

Requirements chat to concept floor plans, CAD/3D geometry, BIM/IFC, 4D schedule and itemised BOQ — with reviewed inputs and staged approval.

  • Agent Studio
  • CAD
  • BIM / IFC
Open app Source

Generative & Agentic AI

CareerRainbow AI

Resume & career copilot

Tool-enabled copilot that updates profile facts and drives resume generation across 15 templates, with fact validation and PDF/Word export.

  • Agentic AI
  • PDF + Word
  • Streamlit
Open app Source

Generative & Agentic AI

Voice Agent AI

Conversational voice studio

Record, upload or type; editable transcripts, multi-turn history and AI voice replies in English, Urdu, Portuguese or Arabic with MP3 export.

  • Speech-to-text
  • Text-to-speech
  • OpenAI
Open app Source

Generative & Agentic AI

SupportPearlz

Customer-support knowledge assistant

Multi-turn FAISS retrieval with follow-up rewriting and validated citations; an offline demo over 12 company documents needs no API key.

  • FAISS
  • Cited answers
  • Offline demo
Open app Source

Generative & Agentic AI

Suleman AI

Multimodal creative assistant

Streaming persona chat with vision, a media studio for image and video creation, and a data studio for charts and AI-assisted insight.

  • Multimodal
  • Vision
  • Data studio
Open app Source

Generative & Agentic AI

MediGuide AI

Structured symptom guidance

Deterministic red-flag checks run before any AI guidance; structured intake, optional voice and a PDF summary for a healthcare professional.

  • Rule checks
  • Structured intake
  • PDF
Open app Source

Generative & Agentic AI

FinWise AI

Budgeting & financial scenarios

Editable income and ten expense categories, transparent rule score, 50/30/20 comparison, what-if controls and PDF/JSON/CSV export.

  • What-if
  • Charts
  • Offline insights
Open app Source

Document Intelligence

Lexora Legal Research

Legal retrieval workspace

Browser-based legal research demo with retrieval over source passages and cited answers.

  • RAG
  • Legal
  • Browser
Open app

Document Intelligence

LangChain RAG Assistant

Load · embed · store · retrieve

Document assistant using OpenAI embeddings and SingleStore vector retrieval, returning answers with source snippets.

Demo asks visitors to sign in with ChatGPT

  • LangChain
  • OpenAI
  • SingleStore
Open app Source

Document Intelligence

HIS AI Agentic Solutions

Specialist-agent showcase

Agents for reports, inspections and spatial checks, with tools, validation and human approval built in.

  • Agentic AI
  • GeoAI
  • Data engineering
Open app

GeoAI & GIS

Islamabad Feature Intelligence

Sentinel-2, NDVI & land-cover dashboard

245,909 building footprint references on an expanded map with docked feature details and optional 3D height scenarios (assumed, not measured).

  • ArcGIS
  • Python
  • Sentinel-2
Open app

GeoAI & GIS

LULC · MOLUSCE · SWAT+ Agent

Land-cover change to hydrology

RF/SVM classification, Olofsson area-adjusted accuracy, intensity analysis, Gi* hotspots, Markov-CA scenarios and SWAT+ CN/RUSLE inputs — with an AI agent on the same audited tools.

  • Rasterio
  • scikit-learn
  • AI agent
Open app Source

GeoAI & GIS

GeoAI Site Intelligence Suite

MERIDIAN · GEOSENTINEL · SOLARIS

Siting interface over a 960-cell demonstration grid using modeled overlays — a decision-support pattern, not surveyed recommendations.

  • Python
  • GeoAI
  • Suitability
Open app Source

GeoAI & GIS

GeoAI Resilience Suite

Urban growth · flood · utilities · EO change

Five spatial planning workflows with a linked Python research toolkit.

  • Python
  • GeoAI
  • GIS
Open app Source

GeoAI & GIS

AgriSentinel Pakistan

Crop health · satellites · RAG · ML

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

  • Sentinel-2
  • Agriculture
  • ML
Open app Source

GeoAI & GIS

Pakistan Flood Intelligence

35 districts · 5 scenarios · 4 phases

National flood screening with district markers and scenario views; river observations dated 5 August 2026, scenario scores qualitative.

  • React
  • TypeScript
  • GeoJSON
Open app Source

GeoAI & GIS

GeoSentinel AI

Nullah Lai · Margalla catchment

Flood dashboard, incident intelligence, evidence review and work-order verification.

  • Web GIS
  • Flood intelligence
  • Incidents
Open app

GeoAI & GIS

GeoSentinel Drain FloodOps

Drainage network operations

Drainage and flood-operations workspace in the GeoSentinel family.

ChatGPT sign-in required

  • Web GIS
  • Drainage
  • Operations
Open app

GeoAI & GIS

Infrastructure GIS Command

Utilities · field verification · QA

Punjab infrastructure prototype for utilities, progress monitoring and data QA; overlays and metrics are illustrative.

  • Infrastructure GIS
  • Utilities
  • Monitoring
Open app

GeoAI & GIS

GeoDistill Studio

Image dataset intelligence

In-browser pixel and resolution inspection, colour features and class distribution from uploaded labels.

  • JavaScript
  • Image analysis
  • Dataset QA
Open app

GeoAI & GIS

TerraPrep · Land Cover Dataset QA

Manifest & leakage checks

Manifest validation, split-leakage checks and SHA-256 duplicate matching so datasets are audited before the next training run.

  • Data QA
  • SHA-256
  • Local processing
Open app

GeoAI & GIS

RAG & GeoAI Labs

Three in-browser demos

Lexical evidence search with cited excerpts, a land-cover class explorer and a CSV auditor — nothing uploaded leaves the browser.

  • Retrieval
  • GeoAI
  • Data QA
Open app

Machine Learning

Python & AI Analytics Lab

Heart ML · hospital · RNN forecasting

Four educational workspaces with analysis, evaluation charts and Python source.

  • Pandas
  • scikit-learn
  • Keras
Open app Source

Machine Learning

Prediction Studio

CSV upload · model audit · trends

Client-side calculations with labeled samples, row validation and analyzed-record exports.

  • CSV analytics
  • Model evaluation
  • JavaScript
Open app

Machine Learning

Applied ML Analysis

Eight evaluated studies

Classification, regression, segmentation and time-series forecasting with original charts and evaluation notes.

  • scikit-learn
  • SARIMAX
  • TF-IDF
Open app

Business Intelligence

Superstore Sales Intelligence

5,899 lines · $1.342m sales · 13.1% margin

Sales, profit and margin across regions and categories; unmatched returns are excluded from return-rate calculations.

  • Power BI
  • DAX
  • Power Query
Open app Source

Business Intelligence

Laptop Sales & Pricing Intelligence

4,446 listings · $205.07m reported sales

Pricing and brand performance across listings, with documented source-data inconsistencies.

  • Power BI
  • DAX
  • Retail
Open app Source

Business Intelligence

Customer Purchase Intelligence

99 purchases · 34,400 units · 2016–2019

Customer behavior dashboard built after exact-duplicate removal.

  • Power BI
  • DAX
  • Customer analytics
Open app Source

Engineering & OCR

Planora AI — CAD, BIM & GIS

Brief → CAD/BIM → MEP → costing

Concept-to-costing flow across CAD/BIM, MEP and GIS; engineering outputs require professional review.

  • CAD
  • BIM–GIS
  • 3D
Open app Private source

Engineering & OCR

Zarwa / HIS Bill Scanner

Camera · OCR review · structured CSV

Tesseract.js and PDF.js extract vendor, invoice, tax, totals and line items for review and CSV export.

  • Tesseract.js
  • React
  • TypeScript
Open app Source

Engineering & OCR

MEP Scanner System

Component tags · duct sizes · airflow

Extracts MEP components, duct dimensions and airflow from drawings, keeping OCR confidence and source lines for review.

  • Python
  • EasyOCR
  • OpenCV
Open app Source

Learning & Growth

Steady · Growth Companion

Plan · learn · reflect · wellbeing

A calm workspace with 17 daily tools for planning, learning and reflection, calendar export and English/Urdu support.

  • Web app
  • Local storage
  • English · اردو
Open app Source

03 — Applied machine learning

Eight studies, measured honestly.

Classification, regression, clustering, NLP and forecasting — each with held-out evaluation, error analysis and clear caveats. Educational evaluations, not production claims.

Sonar Signal Classification evaluation dashboard

0.939ROC AUC

Sonar Signal Classification

Accuracy 81.0% · AP 0.950

Tuned SVC on 42 held-out samples.
Breast Cancer Classification evaluation dashboard

96.5%Accuracy

Breast Cancer Classification

Malignant recall 92.9% · AUC 0.990

Educational evaluation, not clinical validation.
Credit Card Fraud Detection evaluation dashboard

83.7%Fraud recall

Credit Card Fraud Detection

Precision 88.2% · AP 0.861

Threshold 0.25: 82 caught, 16 missed, 11 false alarms.
House Price Prediction evaluation dashboard

0.835R²

House Price Prediction

MAE $30,846 · RMSE $46,504

California housing with geographic error analysis.
Insurance Cost Prediction evaluation dashboard

0.900R²

Insurance Cost Prediction

MAE 1,959.91 · RMSE 4,284.29

Log-target random forest with subgroup errors.
Customer Segmentation evaluation dashboard

0.555Silhouette

Customer Segmentation

200 customers · 5 clusters

Elbow and silhouette analysis of K-Means profiles.
Fake News Classification evaluation dashboard

95.4%Accuracy

Fake News Classification

Macro F1 0.954 · AUC 0.991

TF-IDF + LinearSVC; does not verify factual truth.
Airline Passenger Forecast evaluation dashboard

18.83RMSE

Airline Passenger Forecast

vs seasonal-naive 50.71 · ARIMA 86.81

Log-SARIMAX with chronological validation.

Open all eight dashboards

04 — How I build

Useful AI is bounded, cited and reviewable.

Fourteen years of government and infrastructure GIS taught me that decisions need provenance. I carry that into every model, agent and map I ship.

  • Evidence first. Retrieval and citations before generation.
  • Humans approve. Agents propose; named reviewers decide.
  • Assumptions labelled. Modeled overlays and scenarios are never presented as surveyed fact.
01

Tool calling & bounded agent loops

HealthAssist, CareerRainbow, MarketMind and GharBuilder use project-specific tools with review controls and approvals.

02

Retrieval-augmented generation

RAG Studio, SupportPearlz and LangChain workflows retrieve evidence before answering.

03

Hybrid retrieval & citations

Semantic + keyword search, passage inspection and source-linked answers.

04

Speech & realtime conversation

Transcription and generated speech in Voice Agent; browser WebRTC in TravelTalk.

05

Spatial analysis & data QA

Remote sensing, topology, provenance, spatial validation and suitability workflows.

06

Supervised learning & evaluation

Classification, regression, cross-validation and honest error analysis.

05 — Experience

14+ years of spatial delivery for government & industry.

Disaster management, infrastructure, agriculture and urban planning across Pakistan and Saudi Arabia — now paired with Python, GeoAI and agentic AI.

Full résumé
  1. 2026 — Present

    GIS Specialist

    PMU-PDP, Municipal Committee Vehari · Pakistan

    GIS support for municipal development projects, spatial data management and project monitoring.

  2. 2025 — 2026

    GIS & GeoAI Specialist

    Professional Geo Tech Services FZC LLC · Saudi Arabia

    NWC Riyadh wastewater mapping, infrastructure and GNSS delivery, and environmental spatial analysis.

  3. 2023 — 2025

    GIS Expert

    TerraSense Consulting · Pakistan

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

  4. 2021 — 2023

    GIS Specialist

    FGEHA, Islamabad · Pakistan

    Enterprise geodatabases, CAD-to-GIS conversion, topology QA and training of 20+ personnel.

  5. 2019 — 2021

    GIS Manager

    Kernel Seeds Corporation · Pakistan

    Agricultural GIS, crop analysis, spatial repositories and data governance.

  6. 2017 — 2019

    GIS Manager

    PDMA Punjab · Pakistan

    Chenab and Sutlej flood intelligence, exposure analysis and emergency situation mapping.

  7. 2012 — 2017

    GIS Professional

    The Urban Unit & Loyal Consultants · Pakistan

    Urban, land, infrastructure and survey GIS, spatial databases and cartographic production.

Field delivery highlights

NWC Riyadh · Wastewater GIS
NWC Riyadh · Wastewater GIS
PDMA Punjab · Flood intelligence
PDMA Punjab · Flood intelligence
TerraSense · Wheat estimation
TerraSense · Wheat estimation
FGEHA · CAD-to-GIS
FGEHA · CAD-to-GIS
Riyadh · Roads & GNSS
Riyadh · Roads & GNSS
Taif · Mining suitability
Taif · Mining suitability

06 — Toolkit

A stack that spans models, maps and dashboards.

Generative AI

  • OpenAI SDK
  • Claude
  • LangChain
  • Hugging Face
  • RAG
  • Tool calling
  • FAISS
  • SingleStore

ML & Data Science

  • Python
  • Pandas
  • NumPy
  • scikit-learn
  • TensorFlow / Keras
  • OpenCV
  • Plotly
  • Seaborn

GIS & Remote Sensing

  • ArcGIS Pro / Enterprise
  • QGIS
  • Google Earth Engine
  • FME
  • Agisoft Metashape
  • Sentinel-2

Geospatial Python

  • ArcPy
  • GeoPandas
  • GDAL
  • Rasterio
  • Shapely
  • PyProj
  • Folium
  • Leaflet

Data, APIs & Apps

  • PostgreSQL / PostGIS
  • SQLite
  • FastAPI
  • Flask
  • Streamlit
  • Docker
  • REST
  • ETL

BI, CAD & Automation

  • Power BI
  • DAX
  • Power Query
  • AutoCAD
  • Civil 3D
  • BIM / IFC
  • n8n
  • Make.com

Education

  • MSc Geographic Information SystemsUniversity of the Punjab, Lahore
  • BSc Computer Science, Economics & StatisticsThe Islamia University of Bahawalpur

Certifications & training

  • Python with Full Stack AI — NexSkills, 2026
  • Artificial Intelligence Using Python — DigiSkills, 2026
  • Data Analytics & Business Intelligence — DigiSkills, 2026
  • AWS Cloud Practitioner Essentials
  • Cisco Python Essentials 1
  • GACA Remote Pilot Certificate
  • Esri Spatial Data Science, Imagery & Cartography

07 — Contact

Let’s build useful intelligence.

Hiring for GenAI, GeoAI or GIS — or have a spatial problem that needs an agent?

safdar404@gmail.com Connect on LinkedIn