Scholar
Mithilesh Kumar Singh
Google Scholar ID: Tgh6LSIAAAAJ
PhD Candidate
Citations & Impact
Citations
89
H-index
5
i10-index
2
Publications
20
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- Certified in various Coursera courses: Machine Learning by Andrew Ng, Deep Learning Specialization by Andrew Ng, Machine Learning Specialization by Fox & Carlos Guestrin, and Neural Networks for Machine Learning by Geoffrey Hinton.
Research Experience
- Machine Learning Engineer at SAP Labs India since July 2017, working on multiple projects including object detection & OCR-based UI elements recognition, text detection and extraction from images, predicting customer engagement scores, and software bugs auto resolution and categorization using USE, Transformers, and BERT. Interned as a Software Developer at Mahindra Comviva (Jan 2017 - Jun 2017), focusing on optimizing cell tower performance and reachability using k-means clustering and outlier detection. Completed summer training at HP Enterprise (Jun 2015 - Jul 2015), developing a lite version of Spotify using PHP, JavaScript, HTML, CSS, AJAX, and AngularJS.
Education
- B.Tech in Computer Science from VIT University (2013-2017); Senior Secondary School at HN Inter College (2010-2012); Secondary School at HNK High School (2006-2010).
Background
- Research interests include AI, especially around computer vision and NLP. Favorite algorithms are Object detection/segmentation (e.g., YOLOs, SSD, R-CNNs), Generative Algorithms, and Transformers.
Miscellany
- Programming skills: Python (95%), C & C++ (90%), PHP & MySQL (95%), JavaScript (95%), HTML & CSS (95%). Extended skills: TensorFlow (90%), SciKit-Learn (95%), Data Structure (95%), Data Science (94%), AI {ML - DL} (95%).
