Swapnika V.
Career and interview coach for data scientists and ML engineers
| Hourly rate range | $75 to $150 an hour |
|---|---|
| Focus areas | |
| Works with | Engineers and Professionals |
| Sessions | Online |
| Credentials | Bachelor's degree, IIT Kharagpur; Master's degree, ISI Kolkata and IIM Calcutta |
Swapnika V. coaches data scientists, machine learning engineers and applied scientists. She helps them with interviews, resumes and building technical skills. She is a former Senior Data Scientist at Amazon in India and has conducted 85+ interviews there. She has reviewed more than 500 resumes and hired over 100 candidates. She has coached 30+ people. Her own focus areas are NLP, graph models and deep learning.
What Swapnika helps with
Swapnika works with people who want to land data science and machine learning roles, and with those who want to build stronger technical skills.
- Line-by-line resume review
- Machine learning knowledge mock interviews
- Coding question practice
- Reviewing past projects before interviews
- Building skills in NLP and recommendation systems
- Creating a personal learning roadmap
- Explaining your approach clearly to interviewers
Who Swapnika works with
Her clients are data scientists, machine learning engineers and applied scientists. Some are early in their learning and some are already in the field. Some are preparing for interviews at tech companies. Others want to deepen their technical knowledge.
How Swapnika works
For skill building, Swapnika creates a personal learning roadmap with each client. She reviews their projects and keeps them accountable between sessions. She also shares practical industry insights. For resumes, she does a line-by-line review. In mock interviews, she goes through coding questions and past projects and asks challenging questions.
Background and qualifications
Swapnika is a former Senior Data Scientist at Amazon in India. She specialized in NLP, graph models and deep learning. She holds a Bachelor's degree from IIT Kharagpur and a Master's degree from ISI Kolkata and IIM Calcutta. She later worked as a Lead Machine Learning Engineer at VerSe Innovation and headed its MLOps and ML team. She is now a Staff Data Scientist at Indeed. She has conducted 85+ interviews at Amazon and reviewed more than 500 resumes.
Swapnika V. pricing
Programs and services
- Line-by-line resume review
- ML knowledge mock interviews
- Coding and project interview practice
- Personalized learning roadmap with accountability
Swapnika V. reviews
Swapnika V. has a 5.0 out of 5 rating from 94 reviews on IGotAnOffer, as of September 2026.
The CoachVouch take
She is a working machine learning leader and former Amazon interviewer who has hired over 100 candidates.
Best for data scientists and ML engineers who want interview practice or a clear plan to build technical skills.
Common questions
How much does Swapnika V. charge?
Coaching with Swapnika runs $75 to $150 an hour. Request an intro for an exact quote.
What does Swapnika V. help with?
Swapnika V. helps with line-by-line resume review, machine learning knowledge mock interviews, coding question practice and reviewing past projects before interviews.
Does Swapnika V. coach online?
Sessions are online.
Does Swapnika V. have reviews?
Swapnika V. has a 5.0 out of 5 rating from 94 reviews on IGotAnOffer, as of September 2026.
Is Swapnika V. certified?
Swapnika V. lists: Bachelor's degree, IIT Kharagpur; Master's degree, ISI Kolkata and IIM Calcutta.
Does Swapnika help with technical skills as well as interviews?
Yes. She builds a learning roadmap in areas like machine learning, data science, NLP and recommendation systems. She also reviews client projects.
Has Swapnika interviewed candidates herself?
Yes. She conducted 85+ interviews at Amazon. She also hired over 100 candidates at Amazon and various startups across India.
How do I contact Swapnika V.?
Request an intro on this page. It's free, and we'll connect you with Swapnika and, if you want, 2 or 3 similar coaches to compare.
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Last updated September 2026. Request a correction.