Surat-based career tech startup introduces adaptive
difficulty engine, statistical AIR estimation, and personalized study plans
targeting government job aspirants across India
SURAT, GUJARAT – KarmSakha, India's emerging career
technology platform, has announced the launch of its enhanced Mock Test
Platform featuring intelligent features designed to transform government job
exam preparation for millions of aspirants across India.
The platform introduces an Adaptive Difficulty Engine built
on Item Response Theory (IRT) that dynamically adjusts question difficulty
based on real-time candidate performance. This personalized approach ensures
each aspirant receives a tailored learning experience, maximizing preparation
efficiency without expensive coaching center subscriptions.
Platform Scale and Offerings
The KarmSakha Mock Test Platform now offers:
- Free mock tests covering SSC CGL, SSC CHSL, IBPS PO, IBPS
Clerk, SBI PO, RRB NTPC, and NRA CET preparation
- 50,000+ active government job listings updated daily from
central and state governments
- Support for 10 Indian languages including Hindi, Tamil,
Telugu, Bengali, Marathi, Gujarati, Kannada, Malayalam, and Punjabi
- AI-powered interview preparation with voice and text modes
- ATS-optimized resume builder for government job
applications
NRA CET 2026: First-Mover Advantage
A key differentiator is KarmSakha's dedicated NRA CET 2026
Preparation Hub. With the National Recruitment Agency set to conduct the Common
Eligibility Test as a unified preliminary screening for Group B and C posts—replacing
multiple examinations by SSC, IBPS, and RRB—the platform has invested in
creating comprehensive preparation resources.
The hub includes complete syllabus breakdown covering
Quantitative Aptitude, General Intelligence & Reasoning, and General Awareness,
along with CET-aligned practice tests based on expected exam patterns.
Technology-Driven Features
Statistical AIR Estimation: After completing any mock test,
candidates receive an estimated All India Rank based on the performance of the
entire test-taker pool. The system provides percentile calculations, rank
brackets (Top 1%, 5%, 10%, 25%), and historical trend analysis showing
improvement over multiple attempts.
Adaptive Difficulty Engine: Similar to CAT (Computer
Adaptive Testing) used in exams like GMAT, the engine tracks real-time
performance and adjusts question difficulty accordingly. When candidates answer
correctly, difficulty increases; incorrect answers trigger easier questions to
build foundational understanding.
Dynamic Current Affairs Integration: The platform
automatically generates quiz questions from curated current affairs articles
relevant to UPSC, SSC, Banking, and Railway examinations, addressing one of the
most challenging aspects of government exam preparation.
Personalized Study Plan Generator: Based on test
performance, target exam date, and available study hours, the platform
generates customized weekly schedules with daily focus topics, priority areas
based on exam weightage, and milestone checkpoints.
PYQ Topic Frequency Analysis: Historical analysis reveals
which topics appear most frequently across major examinations, helping
candidates prioritize study efforts based on actual exam patterns and weightage
data.
Real-time Pacing Alerts: During mock tests, candidates receive
intelligent feedback on their time management, including pace indicators and
motivational elements to maintain engagement during the critical exam
simulation.
Addressing Digital Divide
The platform's multilingual support for 10 Indian languages
ensures accessibility for aspirants across linguistic demographics. The design
optimizations enable users with varying internet connectivity to access
preparation resources effectively.
"Every year, over 10 million aspirants appear for
government job examinations across India, yet access to quality preparation
resources remains concentrated in metropolitan areas. With these features,
we're bringing coaching-center-quality preparation tools directly to aspirants'
smartphones, regardless of where they live. Our mission is to ensure that a
student in Jhansi has the same preparation advantages as one in Delhi,"
said Yaman Khetan, Founder, KarmSakha.
Business Model
All mock tests are available free of charge with no
registration required for basic features. Premium subscribers gain access to
advanced analytics, unlimited test attempts, and priority support. The freemium
model is designed to maximize accessibility while building a sustainable
business.
Comprehensive Career Ecosystem
The Mock Test Platform integrates with KarmSakha's larger
Government Jobs ecosystem, which aggregates opportunities from central
government, state governments, PSUs, and autonomous bodies. The platform covers
Railway Jobs (RRB), Banking (IBPS, SBI, RBI), SSC, UPSC, State PSCs, Defence Services,
Police, and Teaching positions.
Additional platform offerings include AI-powered Mock
Interview preparation with real-time voice interactions, ATS-optimized Resume
Builder, Career Blog with expert guidance, and WhatsApp Job Alerts for instant
notifications on new opportunities.
Market Opportunity
India's government job preparation market represents a
significant opportunity, with millions of candidates competing annually for
lakhs of positions. The shift toward digital preparation has created demand for
accessible, technology-driven solutions that can scale to serve aspirants
across geographic and economic segments.
About KarmSakha
KarmSakha (Jobs for Every Indian) is a Surat-based career
technology platform connecting job seekers with opportunities across government
and private sectors. The platform serves aspirants across all states and union
territories of India with multilingual support and accessibility-focused
design.
Website: https://karmsakha.com
Media Contact: support@karmsakha.com
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Legal Entity: YAMAN KHETAN (HUF) | Trade Name: KARMSAKHA