Puneet Bhardwaj
Solution Architect
NCR
Summary
Solution Architect with hands on experience in Data engineering and Machine learning. Worked in customer facing role and participated in business proposal development along with pre-sales team as architect.
Overview
14
14
years of professional experience
5
5
years of post-secondary education
6
6
Certifications
2
2
Languages
Work History
Solution Architect
Ericsson
05.2013 - Current
- Understand and translate client business requirements and challenges into a solution oriented approach.
- Experience building , migrating and optimizing cloud native application within GCP cloud.
- Designed and deployed ETL pipelines using GCP services(GCS, GCF, Dataproc, Dataflow, Composer) to store data in Bigquery and cloud SQL databases.
- Implemented Machine Learning use cases in Vertex AI to optimize business operational cost.
- Deep understanding on Computer vision and NLP architectures and implemented DL models using transfer learning approaches.
- Proficiency in Python and Machine learning libraries using frameworks such as sklearn, pandas, matplotlib, numpy, keras and TensorFlow on vertex AI.
- Hands on experience in Structured query language, Database performance & infra cost optimization techniques.
- Engage with internal teams and customers and provide recommendations on Cloud platform architecture optimization, focusing on cost-effectiveness and performance.
- Provisioning system and user level data security using cloud KMS encryption, VPC networks, firewall rules , Default & custom IAM roles for data in transit and rest.
- Assist pre-sales team for technical details, including helping estimate and plan new projects.
- Contributed in roadmaps for product feature enhancement, optimizations , ML use cases & security compliance .
- Responding to RFIs & RFPs proposals with respect to product/solution information.
Project Lead
Rsystems
08.2012 - 04.2013
- Worked as full stack developer(C++, Unix, SQL & IBM MQ series) on various modules of application.
- Lead small team and worked in close collaboration with them to achieve product goals
- Involved in requirement gathering , designing, development, customer interactions
Software Engineer
IBM
06.2010 - 07.2012
- Worked as software developer on various modules of application
- Involved in requirement gathering , development, customer interactions
Education
Post Graduate Program - Data Science Business Analytics
Great Lakes And McCombs School of Business
Gurgaon 03.2020 - 03.2021
Bachelor of Technology - Computer Engineering
Haryana Engg. College, Kurukshetra University
Jagadhri 08.2001 - 07.2005
Skills
Statistics: Descriptive and inferential
Machine learning: Supervised, Semi supervised, Unsupervised
Cloud Services: GCS, GCF, BQ, Dataflow, pubsub, CloudSQL, kubernetes, Composer, Scheduler, AI platform, GCR, GCE, Dataproc, looker,IAM, Auto ML, Vertex AI, CI/CD
Deep Learning: Neural networks, tensorflow, keras
Languages: Python, Unix, Scala, C
Visualization: Tableau & looker
Databases:- SQL server, Postgres, Oracle
Spark, Docker, Kubernetes
Systems design
Certification
Big data/Hadoop/ certified
Timeline
Post Graduate Program - Data Science Business Analytics
Great Lakes And McCombs School of Business
03.2020 - 03.2021
Solution Architect
Ericsson
05.2013 - Current
Project Lead
Rsystems
08.2012 - 04.2013
Software Engineer
IBM
06.2010 - 07.2012
Bachelor of Technology - Computer Engineering
Haryana Engg. College, Kurukshetra University
08.2001 - 07.2005