Avinash Yalavarthi
Bentonville,AR
Summary
Talented Technical Manager and Servant Leader with expert team leadership, planning and organizational skills built during successful career. Smoothly equip employees to independently handle daily functions and meet customer needs. Diligent trainer, mentor, communicator, consence builder with exceptional management abilities and results-driven approach.
Overview
6
6
years of professional experience
1
1
Certification
Work History
Manager
J.B. Hunt
06.2021 - Current
- Accomplished multiple projects simultaneously for the departments of Maintenance, Finance using Deep Learning, Machine Learning, Predictive Analytics using specialized techniques of Natural Language Processing, Computer Vision, Recommendation systems, Optimization etc.
- Served as the Subject Matter Expert for the business and technical team to identify projects, calculate ROI, make business case by analyzing data creating POCs to help make viable business decisions.
- Maximized performance by monitoring daily activities , mentoring team members with a goal of creating a motivated and performant data teams.
- Planned, created, tested and deployed system life cycle methodology of ML models to produce high quality, availabile systems to meet and exceed customer expectations.
Data Scientist III
J.B.Hunt
03.2020 - 06.2021
- Build models, interactive dashboards, analytics by fusing data from various sources (databases, scraping web data, sensor fusion etc) to help drive decision making for JBH customers and business units.
- Deliver proof of concepts on state-of-the-art projects in record time to help guide business decisions, techinical, Infrastructure requirements for projects across multiple business units.
- Built Recommendation Systems to help connect shippers and carriers in real time, Market Basket Analysis to help with placements of JBH service offerings, Ensemble models to help with real time pricing of Long and Short Haul, Unsupervised models to help cluster customers and identify emerging patterns.
- Deploying models with very high scalability, availability, reliability to create process to identify data drift at the earliest to boost business confidence.
- Conduct code reviews, lead customer demos, contribute to excellent code standards, evangelizing products and the Data Science discipline.
Machine Health Data Scientist
John Deere
01.2018 - 03.2021
- Projecting the health of the machines effectively and facilitating platforms to interact with dealers who intern serve our customers with vital information regarding their tractors is done by the effective use of R SHINY apps and TABLEAU reports which help our customer understand the situation and provide our diagnostic team with all required information to diagnose the machine at hand.
- Connect, flow, store, transform, analyze, and visualize the data from various sources in different formats coming from John Deere machine data and mine data using state -of-the-art methods.
- John Deere’s machines send data in different formats ranging from SIM Data in the form of JSON, AVRO etc to the different types of data ranging from histograms, streams, granular data is a challenge to collect and then transform it using data wrangling tools like R, PYTHON, SPARK to create reports and create use cases to deliver insights.
- Analyzing the data through a statistical, methodical, historical perspective is achieved through ANOVA modelling, A/B testing, Hypothesis testing, T-TESTS, effective sample gathering etc.
- Processing, cleansing, and verifying the integrity of data used for analysis and focus on developing solutions for identifying patterns or trends to troubleshoot problems using Telematics data and other related data.
- Checking for information regarding anomalies in data with cross verification on comparable tractors and diagonizing the issues using SQL by creating RIGGERS, CURSORS etc.
Education
Master of Science - Data Analytics And Engineering
George Mason University
Fairfax, VA05.2017
Bachelor of Science - Computer Science
Jawaharlal Nehru Technological University
Hyderabad, IN04.2015
Skills
- Strategic Planning
- Project Management
- Python, Tensor Flow, R, Spark
- Machine Learning, Deep Learning, Statistical Analysis
- A/B Testing, Hypothesis testing, Data mining, Data Fusion
- SQL
- Azure, GCP suite
- MS Office
Certification
Google Project Management: Specialization
Timeline
Manager
J.B. Hunt
06.2021 - Current
Data Scientist III
J.B.Hunt
03.2020 - 06.2021
Machine Health Data Scientist
John Deere
01.2018 - 03.2021
Master of Science - Data Analytics And Engineering
George Mason University
Bachelor of Science - Computer Science
Jawaharlal Nehru Technological University