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About Us
Empowering AI with Pristine, Human-Curated Data
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Our Mission
Our mission is to empower companies with the highest-quality, human-verified datasets, becoming the trusted partner for superior AI model training.
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From Frustration to Foundation:
The Deccan AI Story
The
Frustration
Frustration
This isn't working.
Across the AI industry, teams kept running into the same wall:
- Inconsistent, error-prone annotations
- Endless spot-checks and rework
- Vendors who overpromised and underdelivered
Quality wasn't just missing it was an afterthought.
The
Consequence
Consequence
Poor data breaks everything.
In critical pipelines like RLHF and SFT, bad labels didn’t just slow teams down:
- It broke trust in outputs
- It drained engineering bandwidth
- It made teams wonder: "Should we just do this ourselves?"
The
Turning Point
Turning Point
There has to be a better way.
We realized the fix wasn’t more oversight.It was a total rethinking of how quality should be built into the DNA of data pipelines.
The Deccan Approach:
Quality as Infrastructure
We built Deccan AI with quality as the core system, not a patch.
Every layer of our process is tuned for pristine, trustworthy data:
People
- Trained annotators, expert reviewers, and domain specialists
- Human judgment where it matters most
Processes
- Tight QA loops, gold-data calibration, and multi-layer review
- Real-time feedback to prevent drift
Platforms
- Custom-built infra to track, score, and elevate label quality
- Transparent metrics-so teams see what we see
Platforms
- Custom-built infra to track, score, & elevate label quality
- Transparent metrics—so teams see what we see
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People
- Trained annotators, expert reviewers, and domain specialists
- Human judgment where it matters most
Processes
- Tight QA loops, gold-data calibration, and multi-layer review
- Real-time feedback to prevent drift
The Outcome: What Quality Really Means at Deccan AI
Accuracy
Every data point is labeled with care and expertise.
Usability
Data is ready for your ML models-no extra cleanup.
Consistency
Uniform standards, no matter who annotates.
Reliability
You get exactly what you expect, every time.
At the end of the pipeline, you don’t just get data. You get data that’s built to perform by design.
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Our Team
Our leadership team brings deep industry expertise and a shared vision to advance responsible AI. Together, they guide Deccan AI in delivering pristine, human-curated data with quality and trust at its core.
Our leadership team brings deep industry expertise and a shared vision to advance responsible AI
Founder
Rukesh Reddy
Founder
Rukesh Reddy
Founder
15+ years across Citi, Monitor, JPM. IIT Bombay and IIMA
15+ years across Citi, Monitor, JPM. IIT Bombay and IIMA
Revenue
Jagdeep Sahni
Revenue
Jagdeep Sahni
Sales
20+ years B2B sales (AWS, Intuit). Kellogg MBA
20+ years B2B sales (AWS, Intuit). Kellogg MBA
Strategy
Purva Bhandari
Strategy
Purva Bhandari
Strategy
15+ years across Google, McKinsey, Amex. IIT Madras and IIMA
15+ years across Google, McKinsey, Amex. IIT Madras & IIMA
Google Account Manager
Samir Janveja
Strategic Accounts
Samir Janveja
Google Account Manager
11 years at Google + 2 years at Amazon (Ad sales). Ross BBA; UCB Haas MBA
11 years at Google + 2 years at Amazon. Ross BBA; UCB Haas MBA
Tech
Mahesh Reddy
Tech
Mahesh Reddy
Tech
Ex-HackerRank (Head of Editors team)
Ex-HackerRank
Rukesh Reddy
Founder
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IIT Bombay | IIM Ahmedabad
15+ years across Citi, Monitor, JP Morgan
Jagdeep Sahni
New Accounts
Kellogg MBA
20+ years B2B sales across AWS, Intuit
Samir Janveja
Strategic Accounts
University of Michigan | UC Berkeley Haas
11 years at Google + 2 years at Amazon
Purva Bhandari
Strategy
IIT Madras | IIM Ahmedabad
15+ years across Google, McKinsey, Amex
Mahesh Reddy
Engineering Lead
GIT
Ex- HackerRank, GE Healthcare, SigTuple (12+ years)
Amanda Brackbill
Customer Success
Penn State University
9+ years in Product Ops across Meta, Grant Thornton
Sajo Mathews
ML lead
IIT Kharagpur | IIM Ahmedabad
15+ years of exp. Ex Director of Engineering, Samsung. 1x founder.
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“For evaluating powerful RAG and Agentic systems, you need high quality data. Deccan AI provided us with exactly that. The team also worked very closely with us as we improved our benchmarking process and they were able to turn on a dime. I’d strongly recommend them.”
Rajhans Samdani
Principal Software Engineer
Supported by Visionaries. Trusted by Global Leaders.
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Enterprise Certifications
SOC2
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GDPR
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Team Moments : Bay Area & Beyond
