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Amit Singh

@amitsingh7

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Dedicated data analyst passionate about automation and machine learning.

India

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can apply my skills in data analysis and machine learning to drive impactful solutions.

I am a dedicated tech enthusiast with a strong background in electronics and machine learning. My journey in the tech world has been driven by curiosity and a desire to explore emerging technologies, particularly in the field of automation. Currently, I work as a Data Analyst at Lumiq.AI, where I have developed a custom text-to-SQL model and designed data models that optimize data architecture for enhanced business insights.

Throughout my career, I have successfully implemented various data-driven solutions that have significantly improved operational efficiency and reduced costs. For instance, during my time at Edamama PTE. Ltd., I automated data cleaning processes, leading to a 40% reduction in advertising costs. My experience spans across multiple industries, allowing me to develop a versatile skill set that includes data visualization, machine learning, and ETL automation.

I am passionate about leveraging my skills to contribute to innovative projects that push the boundaries of technology. I thrive in collaborative environments where I can share my knowledge and learn from others, and I am eager to take on new challenges that will further my professional growth.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst

Current

LUMIQ.AI

Nov 2023 - Present (1 year 7 months)

Developed a custom text-to-SQL model for HDFC Ergo using Transformers and Google Vertex AI. Designed data models for Canara HSBC and HDBank Philippines, optimizing data architecture. Created dashboards with Looker Studio and ensured data accuracy through rigorous testing.

Python SQL Vertex AI BigQuery Looker Studio Data Modeling Data Visualization Amazon Redshift ETL Dashboard Development

Data Analyst

Edamama PTE. Ltd.

Jan 2023 - Jul 2023 (6 months)

Reduced advertising costs by 40% through performance metrics analysis and automation of data cleaning processes. Developed a Python scraper for competitive pricing and created dashboards in Looker Studio for stakeholder insights.

Python Google BigQuery Vertex AI ETL Data Visualization Looker Studio Data Automation SQL Data Analysis

Data Scientist

Wakefit.co

Feb 2022 - Jan 2023 (11 months)

Organized user data into a Data Mart using Python and AWS S3, automated data updates with Apache Airflow, and developed a Tableau dashboard for the Sleep Internship program, enhancing data accessibility and decision-making.

Python AWS S3 Apache Airflow Tableau Data Marts Data Automation Data Visualization SQL Bitbucket Data Analysis

Data Science Intern

Wakefit.co

Aug 2021 - Feb 2022 (6 months)

Created an RFM model for customer segmentation and designed a Tableau dashboard for Return and Replacement Orders, streamlining data analysis and supporting targeted marketing efforts.

Tableau Data Analysis ETL Customer Segmentation Python Data Visualization SQL Marketing Analytics Dashboard Development

Machine Learning Engineer Intern

Sarvvid.ai

Jan 2021 - Mar 2021 (2 months)

Developed an unsupervised anomaly detection model to enhance system security and created a data pipeline using the ELK Stack for real-time monitoring and threat analysis.

Python ELK Stack Kafka Anomaly Detection Data Pipelines Cybersecurity Bash Scripting Data Analysis System Monitoring

Education

Degrees, certifications, and relevant coursework

JSS Academy of Technical Education

Bachelor of Technology, Electronics and Communication

2018 - 2022

Grade: 7.1/10

Pursued a Bachelor of Technology in Electronics and Communication, focusing on various aspects of electronics and communication technologies. Achieved a CGPA of 7.1/10, graduating with 1st Division.

Army Public School Meerut

Class XII, Science

2017 - 2018

Grade: 80.4%

Completed Class XII with a focus on Science, achieving a percentage of 80.4. This foundational education provided a strong basis for further studies in technology and engineering.