Experience

Machine Learning Engineer
BYJU’S · Full-time
May 2021 - Present · 2 yrs 3 mos
The knowledge tracing model developed by Byju’s, called BADRI (Byju’s Attentive Date2vec Rasch Implementation), is a sequential-to-sequential (seq2seq) model that utilizes the dataset of student interactions. BADRI incorporates the student’s history of interactions to provide personalized learning content recommendations for specific objective components. This model aims to enhance the learning experience by tailoring the content to individual student needs based on their past interactions.

Machine Learning Engineer
Upwork · Freelance
Jan 2021 - May 2021 · 5 mos
Worked on many DL projects that focused on using PyTorch. Research paper implementation debugging and adopting to different dataset.
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Research Intern, GRIET
GRIET · Full-time
May 2018 - July 2018 · 3 mos

  • Conducted a Feasibility Study of Wireless Power Transfer Chargers for Electric Vehicle Applications.
  • Gathered data on EV chargers and determined optimal features.
  • Published a paper on this research at a conference.

Skills

  • Python, Pandas, NumPy, Scikit-Learn, Matplotlib
  • PyTorch, PyTorch Lightning
  • Named Entity Recognition, Semantic Similarity, Topic Modeling
  • Gensim, Huggingface-Models
  • Natural Language Generation
  • Git, GitHub (Version Control)
  • Optuna (Hyperparameter Tuning)
  • Docker, Flask (Web App)
  • MATLAB (Modelling, Simulation)
  • IoT: Arduino, Raspberry Pi, ESP32
  • Dart and Flutter