Kshitiz Mandal

Experience

• 

  Leapfrog Technology Inc.

  Jun 2016 - Sept 2016

  Intern
• 

  Fusemachines

  Mar 2017 - Apr 2022

  Working on computer vision and machine learning.

  • Assistant Manager, AI Development

    Feb 2021 - Apr 2022

  • Senior Machine Learning Engineer

    Jan 2020 - Apr 2022

  • Machine Learning Engineer (Level 3)

    Jan 2019 - Dec 2019

  • Software Engineer Level 1

    Jan 2018 - Dec 2018

  • Software Engineer Associate

    Mar 2017 - Dec 2017
• 

  DN: AI Developers Nepal

  Dec 2017 - Dec 2021

  Co-Founder - Community Volunteer

  Organizing workshops on Artificial Intelligence.Mentoring AI enthusiasts

• 

  Fuse AI Center for Research and Training

  Sept 2019 - Jul 2020

  Instructor for "Deep Learning" Course for Microdegree in Artificial Intelligence.Topics include:- Deeplearning and its components- Convolutional Neural Network- Recurrent Neural Network- Attention and Transformers- Deep Unsupervised Learning (AE, VAE, GAN)- Deep Reinforcement Learning ( RL problem - Solution formulation, DP, Sample based methods[i.e. MC, TD], Function Approximation[i.e. DQN, Policy Gradients, Actor-Critic])- DL in productionMore at: https://www.fuse.ai/programs/microdegree-in-ai/ Show less Assistant Instructor for "Machine Learning" Course for Microdegree in Artificial Intelligence.Topics include:- Python and Data science tools (Numpy, Pandas, Matplotlib, Scikit Learning)- Machine Learning and its components- Supervised Learning- Linear Regression- Classification: Logistic Regression, Naive Bayes, SVM, Ensemble Methods, Tree algorithms,- Unsupervised Learning- Clustering: KMeans, DBScan- Dimensionality reduction- Mixture Models- Outlier Detection- Recommendation System: Content Based, Collaborative- Time Series Analysis- Reinforcement Learning: Introduction, TerminologiesMore at: https://www.fuse.ai/programs/microdegree-in-ai/ Show less

  • Instructor

    Feb 2020 - Jul 2020

  • Assistant Instructor

    Sept 2019 - Jan 2020
• 

  HiUp Solutions

  Nov 2023 - Jul 2024

  Team Lead - Machine Learning