Experience
Tata Consultancy Services - Data Scientist
July 2019 - June 2023
- Developed an automated NLP pipeline for topic modeling and sentiment analysis to daily process medical device complaints data, optimizing resolution processing by segmenting complaints and sorting by sentiment for a restricted application.
- Crafted a streamlined search engine with Doc2Vec, elevating supplier and product information retrieval resulting in a 50 % reduction in information retrieval time.
- Revamped supplier performance prediction using XGBoost, mitigating disruptions, fostering strategic partnerships, and enabling proactive issue resolution during COVID- 19, enhancing data - driven decision - making and reducing the cost overhead by 30 % in 2 months.
- Conducted A / B testing on a warehouse website redesign, using rigorous hypothesis testing to assess the impact on average orders shipped per site, resulting in a substantial 18 % increase in revenue metrics.
- Developed a BERT - based Ticket Classification System, reducing miss assignments by 50 %, enhancing customer satisfaction, and streamlining ticket management in response to increased ticket influx during COVID - 19.
- Orchestrated a dynamic training program, empowering business users to fluently articulate requirements and expectations for AI, Data Science, and Machine Learning solutions resulting in a 30 % reduction in project rework request.
Education
Master of Science - MS (Machine Learning and Artificial Intelligence)
Post Graduate Diploma (Machine Learning and Artificial Intelligence)
International Institute of Information Technology Bangalore, 2023
Bachelor of Technology - BTech - Computer Science
Senior Secondary Education
Kendriya vidyalaya, 2015
Skills
Note: I think these sections are silly, but everyone seems to have one. Here is a *mostly* honest overview of my skills.
Certifications
upGrad:
Preparatory Course for Executive PG Programme in Machine Learning & AI
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upGrad:
Executive PG Program in Machine Learning & Artificial Intelligence Stats Essential and ML-1
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Udemy:
Git & GitHub - The Practical Guide
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Udemy:
Git Complete: The definitive, step-by-step guide to Git
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Tata Consultancy Services:
Design Thinking Program Intermediate Certification
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Tata Consultancy Services:
SoftSkill for Application Operation Team Members
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Tata Consultancy Services:
Life Sciences Core Curriculum
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Tata Consultancy Services:
Life Science : Chromatography Data System (CDS)
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Tata Consultancy Services:
ITIL Foundation Certification
Publication
Assessment of Classification Algorithms using Low-Level Features for MIR
NCREEE 19
Biclustеring Algorithms: Anаlysing Stаtisticаl Symmеtry
AICAI'2019
Intrusion Detection Systems using Artificial Immune System
ICICC , IJARCSSE
Recommendations
Recommendations are present on my Linkedin Profile: Recommendations