← Talroo Interview Insights

Talroo·Software Engineer·Technical Phone Screen·Intermediate

Intermediate
May 2026

Summary

Talroo software engineer interview that leaned surprisingly heavy on math and probability puzzles rather than pure coding. Three questions, mix of geometry, combinatorics, and a classic logic puzzle. Felt more like a quantitative reasoning screen than a typical SWE round.

Questions Asked (3)

Q1

Two quarter-circles are drawn inside a 1x1 square, one centered at the bottom-left corner and one at the top-right corner. What is the exact area of the region where they overlap?

Algorithms & Data Structures
Author's notes

This one tripped me up more than I expected.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Set up the problem with coordinates, identify the two quarter-circles as regions defined by inequalities, and find the area of their intersection using geometric decomposition. Use symmetry to simplify the calculation and express the final answer exactly in terms of π and √3.

Pro tip: After deriving the exact answer, verify it by checking that the overlap area is less than the area of one quarter-circle and greater than zero, and consider mentioning how you would generalize the approach to other shapes or sizes.

1. Set up coordinates and equations

Place the square with corners at (0,0), (1,0), (1,1), (0,1). Write the equations of the two quarter-circles: one centered at (0,0) with radius 1 (x^2 + y^2 ≤ 1, x≥0, y≥0) and one centered at (1,1) with radius 1 ((x-1)^2 + (y-1)^2 ≤ 1, x≤1, y≤1).

2. Identify the overlap region

The overlap is the set of points satisfying both inequalities. By symmetry, the region is symmetric about the line y = x, and its boundary consists of arcs of the two circles and possibly the square's edges.

3. Find intersection points of the circles

Solve the system x^2 + y^2 = 1 and (x-1)^2 + (y-1)^2 = 1. Subtract to get x + y = 1. Substitute to find the intersection points: (1/2, 1/2) is not on the circles; actually solving yields points ((1±√3)/2, (1∓√3)/2) but only one lies in the square: ((1-√3)/2, (1+√3)/2) is outside? Check: The valid intersection inside the square is at ( (1-√3)/2, (1+√3)/2 )? Wait, compute: x+y=1, x^2+y^2=1 => 2x^2 -2x +1 =1 => 2x(x-1)=0 => x=0 or x=1. So intersections are (0,1) and (1,0). But those are corners of the square. However, the quarter-circles also intersect at (1/2, 1/2)? No, (1/2,1/2) is not on either circle. Actually, the two quarter-circles overlap in a lens shape whose boundary includes arcs from both circles and the line segment from (0,1) to (1,0)? Let's re-evaluate: The first quarter-circle is the set of points in the square within distance 1 from (0,0). The second is within distance 1 from (1,1). Their intersection is the set of points in the square that are within distance 1 from both corners. The boundary of this intersection consists of the arc of the first circle from (0,1) to (1,0) (the part inside the square) and the arc of the second circle from (0,1) to (1,0). So the intersection is the region bounded by these two arcs. The arcs meet at (0,1) and (1,0). So the intersection points are (0,1) and (1,0).

4. Compute the area using geometric decomposition

The overlap region can be seen as the union of two circular segments. Alternatively, use the formula for the area of intersection of two circles of equal radius r with distance d between centers. Here r=1, d=√2. The area is 2r^2 cos^{-1}(d/(2r)) - (d/2)√(4r^2 - d^2). Plug in: 2*1*cos^{-1}(√2/2) - (√2/2)√(4-2) = 2*(π/4) - (√2/2)*√2 = π/2 - 1. So area = π/2 - 1.

5. Verify and present the exact answer

Check that the area is positive and less than π/4 (area of one quarter-circle). π/2 - 1 ≈ 0.5708, which is less than π/4 ≈ 0.7854. Present the answer as π/2 - 1.

Key Points to Mention

  • Coordinate geometry setup with equations of circles
  • Symmetry of the problem to simplify calculations
  • Intersection points of the two quarter-circles: (0,1) and (1,0)
  • Formula for the area of intersection of two circles
  • Exact answer in terms of π: π/2 - 1
  • Verification by bounding the area between 0 and π/4

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.

Q2

From a standard 52-card deck, five cards are drawn at once. What is the probability of getting a flush that is not a straight flush? Write out the counting formula explicitly.

Algorithms & Data Structures
Author's notes

Knew this one cold.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

First, clarify the definition: a flush is any five cards of the same suit, and a straight flush is a flush that also forms a straight. Then compute the total number of flushes and subtract the number of straight flushes, and finally divide by the total number of 5-card hands. Present the counting formula explicitly as (C(13,5) - 10) * 4 / C(52,5).

Pro tip: Mention that the 10 straight flushes per suit include the ace-high straight (10-J-Q-K-A) and the wheel (A-2-3-4-5), and that these are distinct. Also, note that the total number of 5-card hands is C(52,5) = 2,598,960, which helps verify the final probability.

1. Define the event

Clarify that a flush is five cards of the same suit, and a straight flush is a flush that also forms a straight. The desired event is a flush that is not a straight flush.

2. Count total flushes

For each suit, there are C(13,5) ways to choose 5 cards. Multiply by 4 suits to get the total number of flushes: 4 * C(13,5).

3. Count straight flushes

In each suit, there are 10 possible straights (A-2-3-4-5 through 10-J-Q-K-A). So there are 4 * 10 = 40 straight flushes.

4. Subtract to get desired count

The number of flushes that are not straight flushes is 4 * C(13,5) - 40 = 4 * (C(13,5) - 10).

5. Compute probability

Divide the desired count by the total number of 5-card hands, C(52,5). Write the final formula: P = [4 * (C(13,5) - 10)] / C(52,5).

Key Points to Mention

  • Combinations formula: C(n, k) = n! / (k! (n-k)!)
  • Total number of 5-card hands: C(52,5) = 2,598,960
  • Number of flushes per suit: C(13,5) = 1,287
  • Number of straight flushes per suit: 10 (including ace-high and wheel)
  • Final probability simplifies to 5,108 / 2,598,960 ≈ 0.001965 (about 0.1965%)
  • Ensure to subtract straight flushes to avoid double-counting

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.

Q3

You have a 100-floor building and can use as many marbles as you want, but only two are allowed to break. What strategy minimizes the worst-case number of drops to find the highest safe floor, and what is that minimum number?

Algorithms & Data StructuresTechnical Trade-offs
Author's notes

Classic puzzle and I'd seen it before, which helped.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Recognize this as the classic two-egg problem and explain that the optimal strategy balances linear and binary search by dropping the first marble at decreasing intervals. Derive the minimum worst-case drops by solving the triangular number equation n(n+1)/2 >= 100, yielding n=14.

Pro tip: Mention that the optimal first drop is at floor 14, and if it breaks, use the second marble to linearly search the 13 floors below; if it doesn't, jump 13 floors to 27, then 12, etc. This shows you understand the adaptive nature of the strategy.

1. Clarify the problem

Restate the constraints: two marbles, 100 floors, find the highest safe floor, minimize worst-case drops. Confirm that marbles can be reused if they don't break.

2. Identify the trade-off

Explain that with one marble you must go linearly, and with unlimited marbles you could binary search. With two marbles, you need a hybrid strategy that balances the number of drops for the first marble and the linear search for the second.

3. Derive the optimal interval

Let the first drop be at floor n. If it breaks, you need at most n-1 more drops with the second marble. If it doesn't, the next drop should be at floor n + (n-1), then n + (n-1) + (n-2), etc. The total floors covered must be at least 100, so solve n(n+1)/2 >= 100.

4. Solve for n

Compute n=14 because 14*15/2 = 105 >= 100, while 13*14/2 = 91 < 100. So the worst-case number of drops is 14.

5. Describe the strategy

Drop the first marble at floors 14, 27, 39, 50, 60, 69, 77, 84, 90, 95, 99, 100 (intervals decreasing by 1). When it breaks, use the second marble to linearly search the floors between the previous safe floor and the breaking floor.

Key Points to Mention

  • The problem is equivalent to the two-egg problem.
  • The optimal strategy uses decreasing intervals for the first marble.
  • The worst-case number of drops is the smallest n such that n(n+1)/2 >= 100.
  • The solution is n=14, with first drop at floor 14.
  • After the first marble breaks, the second marble is used linearly.
  • The strategy ensures at most 14 drops in the worst case.

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.