Python Developer . Machine Learning Engineer
I am a Python developer by passion and profession with nearly a decade of experience in diverse technical areas. I am skilled in data science techniques, machine/deep learning algorithms, and full-stack development. I have further specialized in data science by obtaining a master's degree. Currently I am leading a team of machine learning engineers at a prominent multinational startup.
Trained multiple variations of recurrent models on SQuAD dataset to generate question from the paragraph of text. Following NLP & Deep Learning techniques are used in this work, Bi‑LSTMS, Local & Global Attention Mechanisms, Copy Mechanism, Beam Search, Natural Text Preprocessing.
This R&D project developed a system to optimize traffic signal timings. It involved collecting real-world traffic video data and using computer vision to count vehicles, then adjusting signal timings accordingly.