Experience

Lighthouse

• Singapore
• Software Development
• 1 - 100 Employee

• Data Scientist

  • Jan 2021 - Present

  New Delhi, Delhi, India - Reduced error by 20% by Leveraging XGBoost , Hadoop and ML tools to build Electricity demand forecast model. - Developed Tensorflow based billing anomaly detection model. - Deployed real-time anomaly detection using Kafka , Pytorch and AWS resulting in reduce maintenance by detecting downtime and erros in smart meters. - Used Pandas , Numpy , Seaborn and more ML libraries extensively for EDA .



PERFECT GENERATOR TECHNOLOGIES PRIVATE LIMITED

• India
• Machinery Manufacturing
• 1 - 100 Employee

• Quality Engineer

  • Jul 2020 - Dec 2020

  - Implemented 5s , FIFO , Six sigma . - Worked with design team for improvement of sheet nesting to minimize 10% scrap and minimize operation time. - Major contribution in NPD to cure Covid - 19 spread.

• GTE

  • Jul 2019 - Jul 2020

  - Ensure Quality of acoustic Enclosure of Genset . - Ensure PDI of all products . - Co-operate with production team for upcoming production plans.



Tata Motors

• India
• Motor Vehicle Manufacturing
• 700 & Above Employee

• Internship Trainee

  • Feb 2019 - May 2019

  Jamshedpur, Jharkhand, India Studied complete production and Quality process of Assembly Line 3 and calculated track testing time of Trucks on Tata Motors's in house Integrated Track testing site over different tracks.



Usha Martin Limited

• India
• Manufacturing
• 700 & Above Employee

• Internship Trainee

  • Jun 2018 - Aug 2018

  Ranchi, Jharkhand, India Analyzed production work flow involved in rope and Strand manufacturing and created report on end to end production time.



SNL BEARINGS LIMITED

• India
• 1 - 100 Employee

• Internship Trainee

  • May 2018 - Jun 2018

  Ranchi, Jharkhand, India - Studied manufacturing process and robotics involved in Ball Bearing , Roller Bearing , Needle Bearing and fluid Bearing being manufactured for use in Automobile and Industrial use.