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AI/ML, IOT, DIGITAL
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THE MAHINDRA GROUP MANY COMPANIES ONE PURPOSE
$21 bn Revenue 240,000+ Associates100+ Countries
AEROSPACE AFTERMARKET AGRIBUSINESS AUTOMOTIVE COMPONENTS
CONSTRUCTION EQUIPMENT CONSULTING DEFENCE CLEAN ENERGY
FARM EQUIPMENT FINANCIAL SERVICES INDUSTRIAL EQUIPMENT INFORMATION TECHNOLOGY
HOSPITALITY LOGISTICS REAL ESTATE & INFRA RETAIL TWO WHEELERS
Accepting no Limits
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GEOGRAPHIES & LANGUAGES SUPPORTED FOR GIS WORK
New Zealand
Tech Mahindra employees have rich experience
and are polyvalent in different Work Areas Infrastructure to process more than 300K
POIs in an year
40+ languages
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GIS PRACTICE OVERVIEW
75+ projects executed
Service offerings Consulting
best in class quality
components reduces time
on testing & development
productivity improvements
cost
D e l i v e r y M e t h o d o l o g y
Technology Domain
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GIS 1.0 GIS 3.0
Lidar
accuracy
Cases
• Real time spatiotemporal data,
IOT and digital twins
TRANSFORMATION OF GIS INDUSTRY
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Hospitals & Emergency
manner
planning
the city expansions and
roads/flyovers/underpasses
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GLOBAL DIGITAL MAPS CONGLOMERATE - AI/ML BASED
AUTOMATION
Goal - >95% automation in
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GLOBAL DIGITAL MAPS CONGLOMERATE - AI/ML BASED
AUTOMATION
Project goal – Support autonomous driving initiative
Each RGB image is annotated in with multiclass according to the
scope and from one annotation we extract multi class binary images
as per the desired output
The image is captured by the navigation street data capture vehicles
These images are labeled on different “features and attributes” that
we will learn about
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TECHM AUTONOMOUS VEHICLE PLATFORM
Smart Retrofit Option for
Autonomous Driving - Level 2
has as listed below
edges/signs are not visible.
• Roads without edge markings and scaffoldings
• Traffic coming the wrong direction/lane
• Incorrect traffic sign boards
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Q
2D object annotation
Annotation marked on Calibrated
Road name number
achieved through deep learning AI
model
WORKFLOW TOOL
Workflow
Data Mime Workflow tool End to End project management , creation of users , task allocation,
task status capture, report generation
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• E2E Data Management for Annotation
• AI and ML Infrastructure to improve algorithm
performance
• Software test in Virtual driving Conditions
Data Annotation for Autonomous Vehicles-European Tier-1
• Data annotation for ADAS algorithm Validation
• Multi-level Quality checks for validation
• >98% accuracy
European Automotive Tier 1
• 2-5% assured YoY productivity improvement
• Advanced data anonymization compliant to GDPR
Norms
Value Proposition
Scene Managemen t for virtual validation
Test Managemen
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GLOBAL DIGITAL MAPS CONGLOMERATE
Point of Interest Verification & Geo coding projects
with maintenance of digital map dataS c
o p
li v e
existing network
Complex Zones, Industrial Zones, Water Bodies,
etc.)
• Validations on Places enrichment, Natural
guidance, etc.
• Language specialization: Arabic, Spanish,
reengineering and transformation
Kaizen based continuous
projects reduced from 7 weeks to 4
weeks over past 18 months
Shared 50+ tool enhancement
JAVA and .NET
Capturing 2D Building
Capturing Road Network
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LARGE TECHNOLOGY COMPANY IN SILICON VALLEY
• Continuously improve the quality
of their maps worldwide
network
• Operate client provided rigs (cars with mapping equipment) to collect
data
• Geography: USA & Puerto Rico and Canada
• Terabytes of data are collected each day and then shipped to the client
periodically
• This is a field services engagement and the teams are
• Multiple teams of sizes ranging from 4 to 30 personnel cover each area
Approach and Solutions
USA
Canada
110%
for completion)
500+
Personnel
• The client is one of the largest technology companies headquartered in Silicon Valley, California
• They are a leading hardware, software and services company
Perceptible improvement in the
offered
extremely high accuracy
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TechM’s AR, VR AND MR COMPETENCY
AR, VR & MR Competency
gamers, Designers, professional artists and a
complete design studio – adequately
domains.
Mixed reality.
Mobile environments
Education, Print Media, Networking, Network
Operating Centre, Media & Entertainment,
Game Development, Advertisements, Retail
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Email Address- Saurabh.Rai@TechMahindra.com