Mansi Khamkar
Hyderabad, Telangana, India
Summary
👤
Senior🎓
Top SchoolMansi Khamkar is an ML-focused software engineer with 8 years of experience blending production engineering and research, currently shaping developer-facing community programs as an ML Community Ops Engineer at Clarifai. She has a strong foundation in full-stack and data engineering from roles at BrowserStack and Accenture, and deep academic grounding from MTech work and a research assistantship at CVIT that produced a peer-reviewed ACM MM paper on crowd counting. Comfortable shipping features for large-scale testing platforms and building reproducible ML pipelines, she pairs pragmatic product instincts with curiosity about model interpretability and the mathematics behind variance reduction. Mansi is driven by automating repetitive tasks and translating research ideas into usable solutions, evidenced by novel loss functions and augmentation techniques she implemented in research. Based in Hyderabad, she bridges industry-grade engineering with active research interests and a knack for turning complex ML concepts into practical applications.
9 years of coding experience
3 years of employment as a software developer
Diploma, Computer Engineering, Diploma, Computer Engineering at Vivekanand Education Society's PolytechnicBachelor of Engineering, Computer Engineering, Bachelor of Engineering, Computer Engineering at Vivekanand Education Society's Institute Of TechnologySSC, SSC at Loreto Convent SchoolMaster of Technology - MTech, Computer Science and Engineering, Master of Technology - MTech, Computer Science and Engineering at International Institute of Information Technology
Github Skills (29)
text-generation10
text-summarization10
gru9
clarifai9
python9
text-classification9
natural-language-processing9
retrieval-augmented-generation9
object-detection9
computer-vision9
deep-learning8
keras8
svm-classifier8
machine-learning8
svm8
Programming languages (3)
Github contributions (5)
mansi-k/Stutter-Therapy
Feb 2020 - Aug 2021
Developed and trained Gated-CNN models to detect types of stutter in speech and SVM classifier to suggest new therapies to the user according to his stutter type and severity
Contributions:7 commits, 6 pushes, 1 branch in 1 year 6 months
cnn-modelspeechsvm-classifierstutter-detectioncnn
mansi-k/Social-Champ
Feb 2020 - Sep 2022
Contributions:2 pushes, 1 branch in 2 years 7 months
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