Vinuthna .V Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Ka, In

Bengaluru, Karnataka, India

Machine Learning, Data Analytics, Data Science, Non-Linear Optimization, Genetic Algorithm, Bayesian Optimization, Deep Learning, Feed forward Neural networks

Bengaluru Area, India

* Technical lead to deliver predictive analytics solutions for YieldImprovement and Test Time Reduction for SSD factories based on datafrom Fab* Responsible for integrating MLOPs into MES system* Coach, mentor and motivate team members and junior data scientists ondata science techniques & manufacturing process flow* Experience handling highly imbalanced data and developing stablemodels* Responsible for making big data adoption a way of life in the organization by identifying and implementing projects necessary in NAND flash post silicon validation and fab data analysis. * Responsible for successful development/ deployment of unified platform to get business intelligence reports from IoT/test data in less than an hour* Implemented a statistical method to detect outliers in near real time that can significantly save the test engineer's time in Failure Analysis!Technologies used: Supervised Learning (XGBoost, Light GBM, SVM, Random Forest), Unsupervised Learning (Isolation Forest, One class SVM, AutoEncoder), Python, C/C++, MS-SQL/MYSQL, Hadoop/HDFS, Active Scale, Pandas, R, Tensor flow, Spotfire, Docker/Container(Beginner), Mesosphere (Beginner)

Bengaluru Area, India

* Responsible for developing a fully automated framework using cutting edge technologies like Hadoop, spark, ceph to get business intelligence reports in near real time from IoT data. Authored the architecture of this framework and is a key contributor in implementing this framework in production.* Presented a paper titled "LSTM based anomaly detection in near real time IoT data", an application of deep learning methodologies in anomaly detection to semiconductor data at an internal conference "Innovation Bazaar, India - 2018"!!!Technologies used: R, Python, UNIX, C/C++, MYSQL/MS-SQL, CEPH, Hadoop/HDFS, Hive (UDAF/UDFs/Complex querying), Impala, Hue, Spark, Scala, Yarn, MapReduce, CLOUDERA

Bengaluru, Karnataka

1. Flash memory (NAND) Qualification for various technologies as per customer's requirement2. Analysis of different endurance mechanisms3. Machine learning applications for Data AnalysisPresented a conference paper titled "Effect of endurance methods on P/E cycles" in an Annual Internal conference named "(International Sandisk Technology Conference) ISTC - 2015"Technologies used: C/C++, Octave, Spotfire, Perl, Python, UNIX/LINUX

Https://Www.Google.Co.In/Maps/Place/Indian+Institute+Of+Science/@13.0218597,77.5

Developing Algorithms for compressed sensing specifically sparse signal recovery with different noise statistics

Anantapur Area, India

Under Graduation(B.Tech/ECE) - JNTUA College of Engineering,JNTU Anantapur

Hyderabad Area, India

MPC Student

Warangal Area, India

Completed my 10th standard with 564 of 600

Master'S Degree, Telecommunications Engineering, 6.6/8.0 (Till 2Nd Semester)

Research area : Signal processing for communications Project: Recovery of Sparse Signals in Correlated Noise and Rank Deficient Noise.

Bachelor Of Technology (B.Tech.), Electrical, Electronics And Communications Engineering, A

Activities and Societies: ECHOBachelor's degree in Electronics and Communications Engineering

Intermediate Education, Mpc, A

Board of Intermediate Education,Andhra Pradesh Year of Passing - 2008 % - 97.10

Matriculation, General, A

Class X