Python Developer
Location : BANGALORE, India
Experience : 12 Year
Rate: $9 / Hourly
Availability : Immediate
Work From : Offsite
Category : Information Technology & Services
Pankaj
C, C++(5+ years), Python(4+ years), SQL, Octave, Matlab, HTML/CSS
Python, Numpy, TensorFlow, Keras, Statistics, Machine Learning and Deep Learning, CNN, RNN
Data Structures, Git, Jira, Scipy, Matlab, Bash, and Linux, Numerical Linear Algebra.
, Programmer Analyst, Delhi, India Dec 2018 - Oct 2020 Ecommerce (Saltattire.com): Customer’s intent to buy detection algorithm, resulted in incease in 15% in overall sales, customer segmentation, bestsellers prediction using computer vision and NLP, Collective intel- ligence by analysing competitor’s data, Webscrapping for trends detection and new products, Building end to end data pipeline for business intelligence, identifying trends for scaling personalized web experiences for users.
Finance: Analyse stock, Future and Options data sets. Create, evaluate, and enhance mathematical models and streaming analytics pipelines. Use ML techniques and deep learning models to develop tools, analyse research papers for a trading signal.
Tools used: python, selenium, beautiful soup, pandas, numpy, scikit learn, tensorflow, c++.
, Simulation Engineer, Munich, Germany March 2018 - June 2018 Contribution in the development of a tool for input validation rules(for the front-end) for a given simulation analysis using annotations and reflection in Scala. Simulation results analysis using python.
Tools used: python, C++, numpy, pandas
, Research Assistant Oct 2015 - Mar 2016 Computational models for partial differential equations. Contributed in the development of C++ CFD code Jufire based on Finite element library dealii, building test cases for verification and convergence analysis. Designed exercises for students.
Tools used: python, numpy, scipy, C++
, Engineering Officer, India 2008 - 2013
Developed a real-time energy optimization model to reduce the energy costs of oil pipeline opera- tion(Mundra–Delhi–Pipeline) using python.
DEEP LEARNING SPECIALIZATION June 2018 - Sept 2018
Courses taken: Neural Networks and Deep Learning, Hyperparameter tuning, Regularization and Optimiza- tion, Structuring Machine Learning Projects, Convolutional Neural Networks, Sequence Models
MSC. COMPUTER SIMULATION IN SCIENCE - 2.6/4.0 (1.0 IS BEST) 2013 - 2016
Subjects - Python, C++, Data Analysis, Image processing, Numerical Methods, Parallel Algorithms and Pro- gramming, Computer Simulation, Partial Differential Equations
B.E. MECHANICAL ENGINEERING 2004 - 2008
Bachelor of Engineering in Mechanical Engineering
Bestsellers prediction using the Long-term Recurrent Convolutional Neural Network after extracting the useful features i.e. words using TF-IDF, colour and the product image, with ROC greater than 0.60.
Tools used: Tensorflow, Keras, nltk, transfer learning, python, machine learning, computer vision
Designed a completely automated framework that analyses products on the competitor’s website, finds trends, bestseller’s features using a ML model on the top of the framework and product pricing analysis. Tools used: python, selenium, nltk, computer vision, tensorflow
Built face recognition using Research paper Facenet published by google. Keras and Tensorflow deep learn- ing frameworks were used.
Tools used: Tensorflow, Keras.
Project Github link: https://github.com/pankajkumar9797/Face-Recognition
Solves Navier-Stokes numerically using C++ code(based on finite element library package Deal.II)and simu- lation of laminar flow around a square obstacle.
Tools used: C++
Project Github link: https://github.com/pankajkumar9797/Navier-Stokes
Machine learning course completion certificate from Coursera, Stanford.
Neural Networks and Deep Learning completion certificate from Coursera, Stanford.
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization, certificate from Coursera, Stanford.
Convolutional Neural Networks completion certificate from Coursera, Stanford.
Indian
English, Hindi, German(Basic)
Deep Learning, CNN, RNN, Genetic Programming, AI, Neuroscience.
https://github.com/pankajkumar9797
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