Summary
Overview
Work History
Education
Skills
Websites
Certification
Personal Information
Timeline
Generic
Ashwary Pande

Ashwary Pande

Munich

Summary

Accomplished Senior Data scientist in Graph Data Science domain with a passion for delivering valuable data through analytical functions and data retrieval methods. Committed to helping companies advance by helping them to develop strategic plans based on graph modeling and findings. Bringing forth a proven track record of analyzing complex data sets and serving as a strong advisor.

Overview

10
10
years of professional experience
1
1
Certification

Work History

Senior Solution Architect (Graph Data Science)

Neo4j
Munich
12.2022 - Current
  • Driven high impactful initiatives for the data application architecture and Innovation
  • Delivered workshops on Neo4j Graph Database use-cases, incoherence to algorithm implementation to setting full fledge ML ops pipeline, vector indexes for fast searches, and LLM modeling pertaining to knowledge graph implementation
  • Established solid working relationships with Neo4j strategic account teams, sales leadership for understanding and facilitating engagement from pre-sales phase to early adoption to full fledged integration of graph data science Neo4j feature to the customer product life cycle
  • Influenced and collaborated closely with Engineers, Product Managers and executives to inform product decision making with data and to identify opportunities to create more value for our customers while looping in customer feedback
  • Built framework and foundational data pipelines, informed engineering for relevant events and architected the right data model for the product.
  • Have experience in time series forecasting, specifically financial metrics in marketplaces, scenario-based forecasting, capital allocation, and budget modeling.
  • Have experience working with SQL and relational data.

Resident Solution Architect

Databricks
Munich
03.2021 - 11.2022
  • Grew & led a team of post sales solutions architects focused on the enterprise segment in Data Science domain
  • Led an extended team of AI/ML specialists that provide deep technical expertise for Computer Vision solutions on Databricks
  • Collaborated with product management and solution management on idealization, incubation, and scale out of AI products and solutions
  • Drove adoption of AI/ML solutions using Mlflow as a ML lifecycle management library
  • Delivered workshops on Databricks MLOps, Ml-flow, Delta, Spark streaming.

Solution Architect/Big Data Consultant

Data insights Gmbh
Munich
01.2019 - 02.2021
  • Achieved 2% on an average per year decrease in the number of people leaving the company by associating and matching people expectations with company goals using churn prediction
  • Set up Azure Delta Lake in Databricks
  • Increased per person content viewing by 1% on an average by new customers for the Ross-man and reduced the maintenance team to almost half by hosting the website on cloud using Sentiment analysis
  • Auto ML and Feature store for MLOps automation
  • Scaled out non influential factors that contribute to sales and incorporated the pattern analysis to boost sales with a goal of 1% increment
  • Personalizing and setting up a recommender system on Azure cloud using Azure ML Studio
  • Achieved real time data ingestion, integration and processing by hosting Volkswagen analytical platform on Azure cloud
  • Set up agnostic platform using Kubernetes on Azure
  • Optimized cost and reduced maintenance by migrating on-premise services to Azure cloud and secured roles and policies by defining and implementing access controls
  • Set up data lake architecture on Azure cloud.

Research Scientist

Deutsches Lüft Raumfährt(DLR)
Munich
06.2016 - 08.2018
  • Research was addressed to define 'How Robots Learn to Classify New Objects Trained from Small Datasets.' The work tested the performance difference between different adapter designs to propose the adequate Progressive Neural Network (PNN) design, knowledge transfer to sparse target datasets, extending the classifier with a Progressive Neural Network, balancing of number of original and new classes in the target network, and balancing the training data from Source and Target for the Extended Classifier.

Data Scientist

TVS Brakes India Ltd
Chennai
05.2014 - 10.2015
  • Performed data driven analysis to explore new data to find patterns and relationships to automate and optimize business process
  • Designed DOE's for the complex industrial processes through valid mathematical models and optimized response parameters using nontraditional optimization algorithms
  • Performed exploratory data analysis to optimize industrial problems in brakes manufacturing.

Education

M.Sc. - Technische Universität München

Munich, Bavaria, Germany
08.2018

B.Tech. - Vellore Institute of Technology

Vellore, Tamil Nadu, India
04.2014

Skills

  • Docker
  • AWS
  • Agile and Scrum
  • C Programming
  • Java
  • Python
  • Databricks
  • Amazon AWS
  • AWS Glue
  • AWS Athena
  • AWS Cloud9
  • Datahub
  • AWS SageMaker
  • Deep learning frameworks - TensorFlow, Pytorch, Keras, Caffe
  • Snowflake
  • Bigquery
  • Scikit learn
  • Numpy
  • Pandas
  • Pytorch
  • Tensorflow
  • Redshift

Websites

Certification

  • Spark 2.4, Databricks
  • Professional Scrum Master 1, Scrum.org
  • Azure AI-Designing and Implementing and Azure AI Solution, Microsoft
  • Developing Microsoft Azure Solutions, Microsoft
  • AWS Cloud Practitioner, AWS
  • ML Speciality, AWS, 05/01/25
  • Data Analytics, AWS, 05/01/25
  • Associate Solution Architect, AWS, 03/01/25

Personal Information

  • Date of Birth: 12/29/91
  • Nationality: German

Timeline

Senior Solution Architect (Graph Data Science)

Neo4j
12.2022 - Current

Resident Solution Architect

Databricks
03.2021 - 11.2022

Solution Architect/Big Data Consultant

Data insights Gmbh
01.2019 - 02.2021

Research Scientist

Deutsches Lüft Raumfährt(DLR)
06.2016 - 08.2018

Data Scientist

TVS Brakes India Ltd
05.2014 - 10.2015

M.Sc. - Technische Universität München

B.Tech. - Vellore Institute of Technology

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Ashwary Pande