Akshay Kumar
ML EngineerAI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
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My focus area is long-term sustainability on a global scale through energy-efficient use of technology, especially Data Science, Artificial Intelligence & Cloud Computing. As a social entrepreneur, I am committed to building startups with sustainability is not an afterthought, but a core principle, powering innovation and impact. My function is to align technology and sustainability at a broader level, in a way that is both playful and rewarding. By leveraging gamification to co-create solutions that not only address today’s challenges, but also lay the foundation a resilient & playful future experience.
New York University
Master's degree, Computer Science, Artificial Intelligence
January 1, 2012 – January 1, 2014
Indian Institute of Technology, Delhi
BTech, Chemical Engineering, Computer Science (Minor)
N/A – Present
CocoKula Inc.
Co-Founder
September 1, 2024 – Present
California, United States · Remote
Coconaüts Life
Co-Founder
September 1, 2022 – Present
Hybrid
Metabolic
Software Engineer
March 1, 2021 – November 1, 2021
Amsterdam Area
Some Stealth Mode Startup
Technical Co-Founder and Angel Investor
February 1, 2021 – April 1, 2022
Internet
BetterSelfToday
Co-Founder - Mobile Tech, Sustainability and Self-care
September 1, 2018 – Present
Internet
Reflektion
Principal Engineer, Tech Lead - Artificial Intelligence, Machine Learning, Deep Learning
October 1, 2014 – March 1, 2018
San Mateo, California, United States
New York University
Graduate Teaching Assistant for Machine Learning (CSCI-GA.2567, Spring 2014)
January 1, 2014 – May 1, 2014
New York City Metropolitan Area
New York University
Graduate Teaching Assistant for Advanced Database Systems
September 1, 2013 – December 1, 2013
New York City Metropolitan Area
Entrepreneur
Entrepreneur experiments, self-study break
May 1, 2010 – June 1, 2012
Bangalore
IBM India Software labs
Advisory Software Engineer
July 1, 2008 – April 1, 2010
Bangalore
Goldman Sachs
Senior Analyst and Developer
June 1, 2006 – March 1, 2008
Bangalore, India
Oracle India pvt ltd
Senior Member of Technical Staff
February 1, 2004 – February 1, 2006
Bangalore, India
WiNoble Incorporation
Senior Researcher and Consultant
May 1, 2002 – October 1, 2003
Seoul, Seoul, South Korea
InterSolutions Private Limited
Member of Technical Staff
April 1, 2000 – May 1, 2002
Noida, Uttar Pradesh, India
Unitech International Limited
Software Engineer
June 1, 1999 – March 1, 2000
Gurugram, Haryana, India
Predicting Human Activity with Accelerometer Data
November 1, 2013 – December 1, 2013
Developed a Human Activity Classifier using SVM (Support Vector Machine) in combination with MultiLayer Neural Network. The results were comparable to that of top performing model from a similar competition on Kaggle.
Musical Instrument Identification in Polyphonic Signals using Convolutional Neural Networks
September 1, 2013 – May 1, 2014
Developed a Deep Convolutional Neural Network based model that learns to identify Musical Instruments in polyphonic signals, even in unseen combinations of the instruments to a fair degree of accuracy.
Two Source Speech Segregation
September 1, 2013 – May 1, 2014
Used a combination of SVM and Human Sound Localization Techniques to learn the audio mask, to separate two audio sources (voice + noise).
Computational Approaches to Sentence Completion Problem in English Language
December 1, 2012 – December 1, 2012
Achieved excellent results on Microsoft Sentence Completion Challenge dataset, using an ensemble of LSA (Latent Semantic Analysis) and n-gram Language model.
Cultural Fit Analysis
The candidate has a diverse background spanning large corporations (IBM, Goldman Sachs, Oracle), startups, and entrepreneurial ventures. Their involvement in sustainability-focused companies (Coconaüts Life, BetterSelfToday) indicates an interest in impact-driven work. The transition from core software engineering to AI/ML and then to entrepreneurship shows adaptability and a broad range of interests. The entrepreneurial drive might align well with innovative, fast-paced environments, but could also indicate a preference for self-direction over structured team roles. The target role of ML Engineer aligns well with their academic background and previous Principal Engineer role.
Soft Skills & Operational Fit
The candidate's extensive entrepreneurial background suggests strong leadership, initiative, and problem-solving skills. Experience as a Co-Founder indicates a high degree of autonomy and strategic thinking. However, the lack of detailed descriptions for recent entrepreneurial ventures makes it difficult to assess direct operational fit for a structured ML Engineer role without further inquiry into their day-to-day technical contributions in those roles.