Annu Singh

About Annu Singh

4 + years experience in Data Modelling and Analytics.Currently working as Data Analyst in Adidas. My work involves usage of Data Engineering and Data Science skills like Machine learning, Deep Learning, Sparks, Python, SQL, ETL processing. From Data pulling to data storage then Applying ML and DL Algorithms and analysis.Engineered a Sustainability Cost Reduction Model, utilizing Deep learning to analyze 7-year-old stock against new fashion trends, leading to significant cost savings through waste reduction and enhanced stock utilization.FashionCLIP Model that leverages Generalised Contrastive Learning (GCL) to be the state-of-the-art model (+57% improvement) for fashion search, recommendations and classification, visual analysis, using precision, and recall metrics.Designed and executed a pipeline to migrate BI HANA and footwear costing tool data to Lakehouse using the ACON framework, SQL, and PySpark, ensuring real-time data maintenance powered by Kafka.Developed a comprehensive data migration strategy from Oracle to Lakehouse, employing ACON methodology with bronze, silver, and gold layers, including validation processes.Collaborated on Continuous Integration/Continuous Deployment (CICD) pipelines while using tools such as JIRA, Jenkins, and Databricks to streamline development processes.Worked in C-DAC as Project Associate. As part of MAQAN (Metropolitan Area Quantum Access Network) project, I configured fully developed Operating System for an Integrated Circuit.Also, Firstly I deployed Machine Learning model in Smart Airport Terminal Project. Secondly, I have completed on Audio Recognition and Analysis Model.I did PG Diploma in Big Data Analytics and completed my Graduation in Electronics and Communications Engineering.Projects: 1. Comfort Analysis Model. Indoor Environmental Index model using Deep Learning.3. Audio Processing using ML.Skills : Quantum Computing · SQL · NumPy · R (Programming Language) · MongoDB · Machine Learning · Python (Programming Language) · Deep Learning · Pandas (Software) · Apache Spark

Experience

1. Data Engineer

   adidas

   Jan 2023 — Present · Gurugram, IN

   Designing data pipeline end to end from bronze to silver using ACON framework, spark, sql2. Data backtracking, worked on ci/cd pipelines on Jenkins

Education

• Rajiv Gandhi Prodyogiki Vishwavidyalaya

  Bachelor of Engineering - BE, Electronics and Communications Engineering

• Centre for Development of Advanced Computing (C-DAC)

  Post Graduate Diploma in Big Data Analytics, Data Science