Amit Kumar Email & Phone Number

Bengaluru, Karnataka, India

ML Lab• Internal Machine Learning Internal Framework to create, test, analyse and experiment AI models in just 2 steps. • Created wrapper modules for Parsing, Pipelining, Training, Evaluating & Analysing models with help of Scikit learn, Pandas, Python, flask, Keras, TensorFlow, Dask, MySQL. Task Time Estimator• To plan warehouse activities optimistically, developed an ML Regression Model which estimates total time required for different tasks in warehouse beforehand with more 90% of accuracy.• Used CoxBox to remove outliers, KMeans to binning continuous numeric feature, Random Forest Regression to train, GridsearchCV to find best result and created a pipeline to avoid data leaks & automate the entire ml steps.

Bengaluru Area, India

• Developed Image Classifier to sub categories Images into 100 classes using Deep Learning (CNN), Inception, Transfer Learning, Image Augmentation.• Built Colour Classifier which detects 4000 colors(shades) & classify into 22 classes using KNN, colour-thief.• To achieve accurate personalization, created recommendation engine which combined both collaborative and content-based approaches (pyspark, Cassandra, pandas, cosine-similarity, tf-idf, NLP)• Developed Click Stream Analytics System, which displays insights (popular products, valuable customer).• Optimized Catalogue Builder which process product feed(XML)10 times faster than existing one (Java, Spark).• Developed search services and several filtering REST apis for displaying most relevant results.

Bengaluru Area, India

**Written JAVA IoT Client Application using PTC ThingWorx IoT Platform to serve File Transfer .**Written Several REST Apis using Scala which fetches data from different Cassandra Nodes.**Developed Production Monitoring Tool.

Bengaluru Area, India

>>Examined Machine logs to understand client's data sets, schema using Linux commands.>>Written Optimized Regular Expression without catastrophic backtracking to parse the entire log.>>Developed Java & Scala module for different purposes (Modifying logs, Bug fixes, Rules and Alerts).

Bachelor Of Engineering (B.E.), Computer Science, 8.14

Activities and Societies: Coding Competition

12Th, Science And Mathematics, 61.22%

10Th, Mathematics, 78%

Activities and Societies: Scout & Guide Training