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REQUIREMENT_ID_1389 • 3-DAY_ACTIVE_POLICY

Forward Deployed Engineer (FDE)

Company
Company Ycombinator
Type
Opportunity Type Internship
Salary
Stipend / Salary ₹10–13 LPA
Location
Location Remote, India
Posted Date
Posted Date Today
Python backend development Generative AI Large Language Models Prompt Engineering Machine Learning NLP SQL API integration workflow automation communication problem solving LangChain LlamaIndex Retrieval-Augmented Generation Google Cloud Platform Git LLM fine-tuning voice AI speech recognition text-to-speech
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Aptitude Practice Questions Open Resource ↗
Helps candidates sharpen quantitative and logical reasoning needed for screening tests at Y Combinator‑backed startups.
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Company Interview Preparation Guide Open Resource ↗
Provides insights into typical interview patterns and question types asked by Y Combinator portfolio companies.
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Comprehensive Interview Prep Resource Open Resource ↗
Covers coding, system design, and behavioral topics that are valuable for AI engineering roles at Y Combinator‑backed firms.
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Algorithm Problem Set Open Resource ↗
Offers a curated set of coding challenges to practice data structures and algorithms essential for technical interviews at Y Combinator companies.

Bachelor's or Master's degree in Computer Science, Data Science, Statistics, Machine Learning or a related technical field; minimum 60% aggregate (or equivalent CGPA); no active backlogs; eligible batch years are open (freshers can apply if they have strong AI project experience); strong command of English (written and verbal).

1
Round 1: Initial screening and technical theory
2
Round 2: Hands‑on technical interview
3
Round 3: Final technical interview with CTO and Co‑Founder
4
Round 4: Reference checks
Peakflo is a Y Combinator‑backed startup that is redefining finance operations through Agentic AI. Founded by a team of seasoned engineers and finance experts, the company builds AI‑powered platforms that automate invoicing, cash‑flow forecasting, and vendor management for enterprises. Backed by Y Combinator, Peakflo enjoys a culture of rapid experimentation, deep technical mentorship, and a mission‑driven focus on delivering tangible business value. The firm operates fully remotely across India, giving its engineers the flexibility to work from any city while staying tightly connected through virtual collaboration tools. The Forward Deployed Engineer (FDE) role sits at the intersection of product, engineering, and client success. As an FDE, you will be the technical bridge that translates complex business problems into AI‑driven solutions. You will work closely with product managers, data scientists, and enterprise customers to design, prototype, and ship intelligent agents that automate real‑world finance workflows. This position is ideal for candidates who love building end‑to‑end systems, enjoy direct customer interaction, and thrive in a fast‑moving AI environment. **Key Responsibilities** 1. Design and implement AI agents and intelligent workflows powered by large language models (LLMs). 2. Create voice AI prompts, conversational flows, and text‑to‑speech pipelines for finance‑centric use cases. 3. Integrate GPT, Gemini, Claude, and other LLM APIs into internal and customer‑facing applications. 4. Build Retrieval‑Augmented Generation (RAG) pipelines to fetch enterprise data securely and augment model responses. 5. Write production‑grade Python code and SQL queries for automation, analytics, and reporting. 6. Develop API connectors to ingest data from ERP, CRM, and third‑party SaaS tools. 7. Optimize model outputs to reduce hallucinations, improve latency, and meet SLA requirements. 8. Collaborate with product, design, and operations teams to iterate on feature specifications and user feedback. 9. Document technical solutions, create knowledge‑base articles, and mentor junior engineers. 10. Participate in on‑call rotations to support deployed AI services for enterprise customers. **Tech Stack**: Python, FastAPI/Flask, SQL (PostgreSQL/MySQL), LangChain, LlamaIndex, GCP (Vertex AI, Cloud Functions), Docker, Git, CI/CD pipelines, Voice AI SDKs, and LLM providers (OpenAI, Google Gemini, Anthropic Claude). **Growth Path**: Starting as an FDE, you can progress to Senior AI Engineer, AI Solutions Architect, or Product Lead, gaining exposure to both deep technical challenges and strategic product decisions. The role offers a clear trajectory toward leadership in AI product development within a high‑growth startup. **Why Join Peakflo?** You will work on cutting‑edge generative AI technologies that have immediate impact on finance operations, receive mentorship from Y Combinator alumni, enjoy a fully remote work model, and earn a competitive compensation package of ₹10‑13 LPA. The company’s emphasis on learning, rapid iteration, and real‑world problem solving makes it an exciting place for ambitious engineers.

Ycombinator — QA & Automation Testing Interview Guide

Previously asked questions, exam syllabus, coding benchmarks & round strategy.

APTITUDE & LOGIC 📖
Aptitude Practice Questions & Online Mock Tests

Curated logical, quantitative, and verbal reasoning problems to sharpen reasoning skills required for the initial screening test.

Open Resource ↗
COMPANY GUIDE 🎯
Ycombinator Interview Preparation Corner

Comprehensive guide covering typical interview formats, common questions, and preparation tips for Ycombinator and off-campus tech roles.

Open Resource ↗
MOCK TESTS & PAPERS 📝
Comprehensive Interview Prep Resources & Syllabus

Collection of previous year questions, company-specific test patterns, and interview experiences for technical and HR rounds.

Open Resource ↗
CODING PRACTICE 💻
Algorithm and Data Structure Problem Set

Practice problems to improve coding proficiency and algorithm problem-solving speed for technical rounds.

Open Resource ↗
Round 1: Online Assessment (OA)
Aptitude, Quantitative Logic & 2 Coding Problems
Focus on accuracy and speed. Practice arrays, strings, and standard arithmetic puzzles.
Round 2: Technical Interview 1
Core Tech Stack (Python, backend development, Generative AI, Large Language Models, Prompt Engineering, Machine Learning, NLP, SQL, API integration, workflow automation, communication, problem solving, LangChain, LlamaIndex, Retrieval-Augmented Generation, Google Cloud Platform, Git, LLM fine-tuning, voice AI, speech recognition, text-to-speech) & Live Code Tracing
Explain your thought process aloud. Analyze time & space complexities before coding.
Round 3: System Design & Problem Solving
Database Schemas, APIs & Architecture Basics
Clarify edge cases, diagram schemas cleanly, and discuss scalability trade-offs.
Round 4: HR & Cultural Fit Discussion
Ycombinator Core Values, Learning Agility & Offer Terms
Demonstrate passion, strong communication, and readiness for full-time collaboration.
What is the difference between Implicit Wait, Explicit Wait, and Fluent Wait in Selenium? Answer ▼
Model Answer: Implicit Wait sets a global timeout for all element lookups. Explicit Wait pauses execution until a specific ExpectedCondition (e.g. elementToBeClickable) is met. Fluent Wait allows defining polling frequency and ignoring specific exceptions like NoSuchElementException.
Explain the Page Object Model (POM) and its advantages in Test Automation. Answer ▼
Model Answer: POM is a design pattern that creates an object repository for web UI elements. It separates test scripts from page locators, reducing code duplication and making maintenance easy when UI elements change.
How do you handle dynamic WebElements whose ID changes on page reload? Answer ▼
Model Answer: Use dynamic XPath methods like contains(), starts-with(), text(), or XPath axes (ancestor, following-sibling, parent) instead of brittle absolute paths.
What is the difference between @BeforeMethod and @BeforeClass in TestNG? Answer ▼
Model Answer: @BeforeClass runs once before the first test method in the current class, while @BeforeMethod executes before each individual test method.
How do you validate REST API response codes and JSON payload using Postman / RestAssured? Answer ▼
Model Answer: In RestAssured: given().when().get('/endpoint').then().assertThat().statusCode(200).body('status', equalTo('ACTIVE')).
Why do you want to join Ycombinator as a Forward Deployed Engineer (FDE)?
Preparation Tip: Highlight Ycombinator's market reputation, recent tech innovations, and how your skills in Python directly solve their team's objectives.
Describe a challenging bug or academic project roadblock and how you resolved it.
Preparation Tip: Use the STAR method: Situation (project context), Task (what needed solving), Action (specific tools/logic applied), Result (quantifiable positive outcome).
How do you handle strict deadlines or sudden scope changes?
Preparation Tip: Explain your prioritization strategy, proactive communication with mentors/peers, and agile mindset.

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