Manish Jathan Email & Phone Number

Pune, Maharashtra, India

Worked on creating a module for exploratory data analysis on time series data.* Created a library for EDA on time series data which includes methods like entropy, demand pattern, stationarity, trend and seasonal analysis and many more.* Integrated it with the existing ML and Data Science module of the product.Worked on optimization of grain generation for large size of data.* Worked on POC's, with alternatives to loading, aggregating and using csv's.* Used approaches with datatable and cassandraDB.* Got better performance result, a decrease of 4x in RAM usage with the use of CassandraDB along with some multithreading for performing above operations.Worked on creating an experimentation platform to carry out time series forecasting * Integration of autoforecast backend with the experiment testing platform.* Created REST API's in Fast API for exposing services* Used Scylla DB as the backend* Used Cassandra-driver as ORM to interact with db models.* Integrated with the existing Backend of Autoforecast platformWorked on creating dask engine to process large scale data and building ML pipeline.* Implemented preprocessing, forecast and post processing pipeline using Dask on Kubernetes* Use of Dask Job API to launch dask runner, worker and scheduler* Resource management using warmup jobs for efficient use of nodes in launching large number of workers.* Using daskautoscaler to scale the number of workers required for dask job* Designing auto resuming of dask jobs to provide resilience to the existing dask computation platform* Building resume and abort functionalities for dask jobs* Designing and implementing the entire dask workflowWorked on infrastructure cost optimization by trying new methods and techniques of completing ML jobs

Mumbai Area, India

Worked on Tibco middleware technology, worked for several Indian banks and NBFC's.

Mumbai Area, India

Worked for one of the largest travel and tourism company of the world, was part of a team involved in building a Travel ERP system for them.Key Responsibilities:* Worked on BRMS to build offers and company policies module.* Used spring and hibernate to integrate with the front end systems.* Built a document template management system to send out mails related to invoices and bookings to the customers.

Post Graduate Diploma In Artificial Intelligence And Machine Learning, Artificial Intelligence, First Division(70%)

Bachelor Of Engineering - Be, Computer Engineering, 8.84 Cgpa

Bachelor Of Engineering - Be, Computer Engineering