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Sarvam AI Interview Preparation

Medium-Hard

Artificial Intelligence / Foundational Models · Bengaluru

Sarvam AI is a Artificial Intelligence / Foundational Models company headquartered in Bengaluru, Karnataka, hiring interns and freshers across India.

280+ questions4 rounds5 expert tipshttps://www.sarvam.ai/

About Sarvam AI

**Sarvam AI — company profile** Sarvam AI is an Indian artificial intelligence company founded in August 2023 by Vivek Raghavan and Pratyush Kumar, both previously associated with AI4Bharat at IIT Madras. It is headquartered in Bengaluru, Karnataka, with a second office in Delhi. Sarvam describes itself as building India's full-stack sovereign AI platform, working across research, models, infrastructure and applications with a focus on making AI work for Indian languages and Indian users. In December 2023 the company announced a combined seed and Series A round of approximately $41 million led by Lightspeed Venture Partners, with participation from Peak XV Partners and Khosla Ventures. In April 2025 India's Ministry of Electronics and Information Technology (MeitY) selected Sarvam AI as one of the companies to build an indigenous foundational model under the IndiaAI Mission; the sovereign model is intended to support 22 Indian languages and to be built from scratch without dependence on external providers. In June 2026 Sarvam became India's newest AI unicorn, raising $234 million at a $1.5 billion valuation in a round led by HCLTech with a $150 million strategic commitment, with Bessemer Venture Partners participating alongside existing backers Khosla Ventures and Peak XV Partners. Sarvam's official careers page lists roles across Business Development, Engineering, Information Technology, Infrastructure, Marketing, Models, Product and Sales/GTM, with positions in Bengaluru and Delhi - examples include Applied AI Engineer (Sarvam Agents), Account Manager, GTM Director and GTM Manager for On-Device AI, and Engagement Principal for its Chanakya offering. The company works on research, model training, inference infrastructure and applied products including on-device AI and agentic systems, and its mission is framed as building the bedrock of sovereign AI for India. **Industry:** Artificial Intelligence / Foundational Models **Headquarters:** Bengaluru, Karnataka, India **Official website:** https://www.sarvam.ai/ **Why work here as a fresher** Sarvam AI is the kind of company where early-career talent is given real scope rather than busywork. Interns and freshers are placed on live problems, paired with experienced mentors, and reviewed on the same quality bar as everyone else. That combination — real ownership plus real feedback — is what turns a first role into a genuine career head start. **Culture** Expect a fast-paced, outcome-oriented environment with flat communication, short feedback loops and a strong bias for action. Teams are small enough that your contribution is visible and large enough that you learn from people who have already solved the problem you are facing. Learning, curiosity and honest debate are valued over hierarchy. **Growth & hiring** Sarvam AI hires internships across engineering, data, product, design, marketing, finance and operations, and a meaningful share of its early-career hires convert to full-time offers. All openings are published on the company's official careers page, and applications for this role are submitted directly to Sarvam AI there — no middlemen, no aggregators. Visit the official website link below to explore Sarvam AI's products, leadership, newsroom and full list of current openings.

Interview Rounds4

1
Online Assessment60–90 min

2–3 DSA coding problems on HackerRank, CodeSignal, or company platform

2
Technical Interview I45–60 min

Data structures & algorithms — arrays, trees, graphs, dynamic programming

3
Technical Interview II45–60 min

System design or low-level design — scalability, APIs, databases

4
HR / Culture Round30 min

Career goals, teamwork, strengths/weaknesses, role expectations

Practice Questions10

Key Topics

  • Data Structures & Algorithms150q
  • System Design50q
  • Object-Oriented Design40q
  • SQL & Databases25q
  • CS Fundamentals (OS, Networking)25q

Expert Tips

  • Practice LeetCode easy and medium problems before the OA — focus on arrays, strings, trees, and graphs.
  • For system design, use the RESHADED framework: Requirements, Estimation, Storage, High-level design, APIs, Detailed design, Evaluation.
  • Prepare 3–4 STAR stories covering: a challenge you solved, a time you worked in a team, a project you owned end-to-end.
  • After every coding solution, proactively state the time and space complexity — interviewers expect it.
  • Study common CS fundamentals: process vs thread, TCP vs UDP, REST vs GraphQL, SQL indexing, CAP theorem.