
Prerak kumar
@prerakkumar
AI and automation consultant at KPMG Global Services who automated 10 accounting processes and cut manual reconciliation by 90%.
What I'm looking for
At KPMG Global Services, I designed and implemented an AI multi-agent system that automated 10 accounting processes, with automated ledger error detection reducing manual reconciliation by 90%. I also built AI-native interfaces and a reusable prompting framework adopted as firm-wide IP.
As a co-founder of EasyBim, I designed an AI resource optimization engine that reduced construction cost overruns by 70%. I want to build AI-led experiences that simplify complex journeys, learn from users and data, and improve customer experience and business performance.
Experience
Work history, roles, and key accomplishments
Steered a cross-functional team to design and implement an AI multi-agent system with Workday REST APIs, automating 10 accounting processes and reducing manual reconciliation by 90%. Architected UI strategy for an AI automated SDLC platform, driving 30% adoption growth and 25% efficiency gains.
Diagnosed bottlenecks in client project lifecycle and built an AI multi-agent system using LangChain and RAG, reducing project plan turnaround from 1 week to under 2 minutes. Collaborated with client-facing teams to deliver an AI-powered automated QA test-code generator, reducing manual efforts by 80%.
Strategy & Growth Intern - Founder's Office
Freevely
Jan 2024 - Dec 2024 (11 months)
Defined GTM strategy via primary research and competitive benchmarking, and negotiated 20+ international partnerships, expanding addressable market by 70%.
Co-Founder & Technical Lead
SpicyRocket x EasyBim
Jan 2023 - Dec 2024 (1 year 11 months)
Built an AI market intelligence platform compressing research from days to 40 minutes, and designed GTM and sales strategy, securing 2 international clients within 30 days.
Co-Founder & Technical Lead
EasyBim
Jan 2023 - Dec 2024 (1 year 11 months)
Co-founded a B2B AI platform for construction delivery, designing an AI resource optimization engine and automated XAI reporting, reducing cost overruns by 70% and planning cycles by 10x.
Strategy & Operations Lead
Kubidi
Jan 2023 - Dec 2023 (11 months)
Synthesized 35+ competitive analyses to inform product roadmap for a B2B2C AI platform, and launched an AI-powered dynamic inventory feature reducing client costs by 40% and driving 50% sales growth.
Automation Engineer Intern
Trident Tech Labs
Engineered automated systems using VHDL, achieving 200% increase in operational speed and 25% reduction in resource utilization.
Aircraft Generator Testing Intern
DRDO - CABS
Performed aircraft generator performance testing using MATLAB, enhancing testing procedures and safety protocols.
Forecasting Deployment Intern
Tesla Forecasting
Deployed forecasting dashboards with a global team, achieving 25% error reduction and 30% faster processing.
Education
Degrees, certifications, and relevant coursework
University of Visvesvaraya College of Engineering (UVCE), Bangalore
B.Tech, Electrical & Electronics Engineering
2021 - 2025
Grade: 8.01/10
Pursued a Bachelor of Technology in Electrical & Electronics Engineering, achieving a CGPA of 8.01/10 and ranking in the top 5%ile of GATE.
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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