Ankur Kunal — AI Researcher

Overall 10 years of experience in IT industry with solid programming skills with excellent understanding of Generative AI, Machine Learning and Deep Learning. Solved imbalanced data-set, over-fitted and under-fitted models in real time scenarios. Sound knowledge on Exploratory Data Analysis on uni-variate, bi-variate and multivariate analysis using Statistics and Mathematics. Have knowledge on various distributions in Statistics. Can detect and handle Outliers. Implemented various Models manually using Python viz: BOW, TF-IDF, Linear Regression, Non-linear Regression with single and multiple variables, Logistic Regression, Decision Trees,Random forest,Gradient boosting machine,KNN. Support Vector Machine with evaluation techniques like confusion matrix, cross entropy, MAE and RMSE,ROC. In depth knowledge on loss function: Gradient Decent. Implemented various Deep Learning Model using forward propogation,backward propogation ANN,CNN,RNN(LSTM),object detection using Keras,Sentiment Analysis,Spam Detection, Recommendation System. Good experience in SKLearn, Keras and Tensor Flow and Deep Learning.

Stackforce AI infers this person is a Data Scientist with strong expertise in AI and Machine Learning.

Location: Noida, Uttar Pradesh, India

Experience: 10 yrs 11 mos