Interview Report

D

Dr. Deepak Kumar

d*********[email protected]

Interviewed on Apr 20, 2026

Completed
54SCORE

Overall performance

Assistant Professor (Research)

Not a fitAcademic

Lacks direct industry project experience and evaluation rigor

Summary

Report summary

Preliminary Screening

Executive Summary

The candidate holds a PhD in Mechanical Engineering from IITR Sundarbad and has postdoctoral experience, including work at IIT Guwahati under Professor Sajan Kapil. He demonstrated substantial involvement in developing prototype machines such as Maglev EDM systems, with multiple publications in reputable journals and conference participation. His strongest signal is hands-on research and teaching using prototypes, but he provided limited clarity and structure regarding student evaluation, project guidance, and accreditation compliance. Industry collaboration and consultancy experience were referenced only indirectly and lacked concrete examples, raising concerns about practical exposure and structured teaching methodology.

Strengths

  • PhD in Mechanical Engineering from IITR Sundarbad
  • Postdoctoral research experience, including at IIT Guwahati and Asia Institute
  • Development of advanced manufacturing prototypes (Maglev EDM, copper wire fabrication systems)
  • Mentorship under Professor Sajan Kapil
  • Research focus on micro/nano fabrication, additive manufacturing, and digital twin concepts
  • Multiple publications in reputable journals (Journal of Mechanical System and Signal Processing, Sensors and Actuators A, CIRP Journal, Ceramics International)
  • Patent filings based on prototype innovations
  • Participation in major conferences (ICMC, ICAMC, World Congress of Micro and Nano Machine Tools)

Gaps / Risks

  • Lack of clear articulation of teaching methodologies for theory and laboratory courses
  • Limited detail on practical student evaluation and exam duties
  • Sparse examples of structured guidance for student projects and research
  • Inadequate demonstration of accreditation compliance and standardized outcome assessment
  • No concrete evidence of direct industry project or consultancy involvement
  • Communication on industry alignment and internships was vague and lacked actionable examples
  • Responses to questions on handling academic integrity and project failures were brief and unelaborated

What to Probe in the Next Round

  • Can you describe a specific theory or laboratory course you have taught, detailing your approach to balancing theory and hands-on learning?
  • Share an example of how you have structured student evaluation and exam duties, including measures for fairness and academic integrity.
  • Explain your process for guiding student research projects, especially when they encounter challenges or ambiguity.
  • Provide a concrete example of your involvement in an industry project or consultancy, outlining your role and how it benefited students.
  • How have you contributed to accreditation compliance and standardized assessment practices within your department or institution?

Final Recommendation

Prototype Strength

The candidate demonstrates strong research and prototype development skills, with multiple publications and patents, but lacks clarity and concrete evidence in structured teaching, student evaluation, industry collaboration, and accreditation practices.

Recording

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Transcript

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Technical skills

4
SolidWorksMATLABABACUSCNC Programming

Soft skills

3
ResearchTeachingTechnical Writing

Speakers

1 speaker

Face preview

Face analysis

Resume score

Resume

Resume.pdf

84