The AI interview felt surprisingly human. I thought it would be robotic. The interviewer actually listened, asked follow-ups, and gave me clear feedback.
Oliver Bennett, Frontend Developer
Giorgio Trovato
Forward Deployed Engineer
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Deployment Strategist
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The candidate demonstrates strong technical skills in Kotlin and Android development, TDD, Pair Programming, XP, and CI/CD. They provided detailed examples and explanations for most topics. The candidate's experience with complex problem-solving and various CI/CD tools is notable. Their communication was clear and confident, though there was a slight deviation when discussing legacy code by mentioning Compose implementation, which was not explicitly asked.
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Machine Learning Engineer at RemoteStar
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About
Verified interview-ready professional on RemoteStar. Check out my AI-powered skill assessments and video interviews at my profile. Passionate about building reliable ML systems, semantic search, and anti-cheat AI. Open to remote-first roles where I can ship shared, measurable impact with a small team.
Machine Learning Engineer · RemoteStar
Summary
ML engineer with experience in semantic search, NLP, and anti-cheat systems. Winner of Smart India Hackathon 2024 & 2025. B.E in CSE, CGPA 9.4…
Experience
Machine Learning Engineer
RemoteStar · Sep 2024 – Feb 2025
• Improved search accuracy by 40% via semantic matching; built NLP-powered search bar; implemented AI anti-cheat for video interviews…
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Forward Deployed Engineer
Solutions Engineer / AI
Deployment Strategist
Our CEO went viral for saying what everyone's thinking: companies should care about your results, not track your screen time.
That's the culture we look for in every job we match you with.
The AI interview felt surprisingly human. I thought it would be robotic. The interviewer actually listened, asked follow-ups, and gave me clear feedback.
Oliver Bennett, Frontend Developer
Zero pressure. It was so nice to just answer structured questions without a panel breathing down my neck. Loved the instant scoring too.
Charlotte Hughes, Product Engineer
Within hours of interviewing, I was matched to companies that actually fit my skills.
James, Backend Engineer
Usually I wait weeks to hear back. Here the AI reviewed my interview and confirmed I was a fit within hours. Knowing where I stand, without the waiting game, was a huge relief.
Edward Lawson, Full-Stack Developer
For the first time, an interview actually helped me improve. I walked away knowing exactly what to work on, not just wondering why I didn’t make the cut.
Amelia Turner, Data Analyst
After six rejections with zero feedback, the AI report showed me I was tanking system design. I fixed it, retook the interview, and landed an offer within a week.
Priya Mehta, ML Engineer
The verified skill score got me past recruiter screens I couldn’t crack for months. Companies started reaching out to me instead of the other way around.
Daniel Okafor, DevOps Engineer
The retake feature was huge. I bombed my first answer, read the transcript, saw I was rambling. Second take I was crisp, and that version of me got the offer.
Hannah Lee, Backend Engineer
The AI interview felt surprisingly human. I thought it would be robotic. The interviewer actually listened, asked follow-ups, and gave me clear feedback.
Oliver Bennett, Frontend Developer
Zero pressure. It was so nice to just answer structured questions without a panel breathing down my neck. Loved the instant scoring too.
Charlotte Hughes, Product Engineer
Within hours of interviewing, I was matched to companies that actually fit my skills.
James, Backend Engineer
Usually I wait weeks to hear back. Here the AI reviewed my interview and confirmed I was a fit within hours. Knowing where I stand, without the waiting game, was a huge relief.
Edward Lawson, Full-Stack Developer
For the first time, an interview actually helped me improve. I walked away knowing exactly what to work on, not just wondering why I didn’t make the cut.
Amelia Turner, Data Analyst
After six rejections with zero feedback, the AI report showed me I was tanking system design. I fixed it, retook the interview, and landed an offer within a week.
Priya Mehta, ML Engineer
The verified skill score got me past recruiter screens I couldn’t crack for months. Companies started reaching out to me instead of the other way around.
Daniel Okafor, DevOps Engineer
The retake feature was huge. I bombed my first answer, read the transcript, saw I was rambling. Second take I was crisp, and that version of me got the offer.
Hannah Lee, Backend Engineer
The AI interview felt surprisingly human. I thought it would be robotic. The interviewer actually listened, asked follow-ups, and gave me clear feedback.
Oliver Bennett, Frontend Developer
Zero pressure. It was so nice to just answer structured questions without a panel breathing down my neck. Loved the instant scoring too.
Charlotte Hughes, Product Engineer
Within hours of interviewing, I was matched to companies that actually fit my skills.
James, Backend Engineer
Usually I wait weeks to hear back. Here the AI reviewed my interview and confirmed I was a fit within hours. Knowing where I stand, without the waiting game, was a huge relief.
Edward Lawson, Full-Stack Developer
For the first time, an interview actually helped me improve. I walked away knowing exactly what to work on, not just wondering why I didn’t make the cut.
Amelia Turner, Data Analyst
After six rejections with zero feedback, the AI report showed me I was tanking system design. I fixed it, retook the interview, and landed an offer within a week.
Priya Mehta, ML Engineer
The verified skill score got me past recruiter screens I couldn’t crack for months. Companies started reaching out to me instead of the other way around.
Daniel Okafor, DevOps Engineer
The retake feature was huge. I bombed my first answer, read the transcript, saw I was rambling. Second take I was crisp, and that version of me got the offer.
Hannah Lee, Backend Engineer
Yes — Forward Deployed Engineers, Applied AI Engineers and Deployment Strategists are RemoteStar's specialty. We pre-vet on the actual job: shipping production code in unfamiliar customer codebases, under time pressure. Typical shortlist delivered in 48 hours.
AI-native scaleups (Series A through pre-IPO) and frontier labs deploying Claude, GPT and Gemini into Fortune 500 customers, plus consultancies building dedicated FDE practices. We don't do generic developer staffing.
Every job on RemoteStar has its own AI interviewer, generated from that role's job description. The AI asks dynamic, role-specific questions, listens to your spoken answers, and adapts with follow-ups in real time. When you finish, you get an objective scorecard covering technical depth, communication, and role fit, plus a shareable video report.
Most AI interviews on RemoteStar take 15 to 25 minutes, depending on the role, and you can customize the duration to suit your schedule. You can take it from any browser on desktop or mobile, with no scheduling, no recruiter on the other end, and no waiting for a slot.
Yes. You get 1,000 free credits on signup, so you can try giving an AI video interview right away. Building your verified skills portfolio and applying to jobs through the platform all cost nothing.
You receive an instant scorecard with a technical, communication, and role-fit breakdown, plus a shareable video report. Add the link to your LinkedIn 'Featured' section, attach it to your CV, or share it with recruiters directly. It works as verifiable proof of your skills for any future application.
RemoteStar lists remote and hybrid roles across engineering, data, design, product, and other in-demand functions. You can browse open jobs at remotestar.io/jobs and apply directly.