Gaurav (RID : 6v6vlrqadrbh)

Senior Data Scientist

Location : Hyderabad, India

Experience : 7 Year

Rate: $14 / Hourly

Availability : Immediate

Work From : Offsite

Category : Information Technology & Services

Shortlisted : 3

Total Views : 33

Key Skills

Python machinelearning PostGres AWS django SQL Unix airflow

Discription

Senior Data Scientist June 2023-Present

Working with MMM (Media Mix Modeling) using LSTM (time series forecasting) and operation research to analyze the media contribution in sales which supports the decision making to control the media spends to increase the sales, the model had helped sales and marketing team to increase their sales by 23% from July to October ’23.
Working on a POC to build Product Catalog using In-Context learning (Few Shot) for various product mappings by different synonyms and description.
Techniques: Python, Deep Learning, Bayesian Statistics, Linear Optimization, Django, Azure, Snowflake, Kubeflow, GPT4, llaMA

Standard Chartered Lead Data Scientist December 2021–June 2023

Implemented Automated reconciliation process using NER, computer vision, and language models for provider fund reconciliation in banking

operations using techniques Python, OCR, NLP Generative AI, LLMs, Transformers, BERT, Text preprocessing, and Classification models. Reduced Man-hours by 41% against manual processing of documents.

Implemented computer vision and NLP-based DLP to classify confidential, public, internal, and restricted documents for DLP (Document leakage prevention) increased accuracy of detecting confidential documents by 33%.
Leading a team of 5 Data Scientist and an individual contributor working with VP's, Ml Ops Engineers and banking operations associates in developing end-to-end deep learning solutions.
- Key focus areas to reduce manual efforts of unstructured data processing tasks and engage the resource for impactful banking and financial activities by automating the processes by providing E2E Engineering and AI solutions with low technical debt.
- Key responsibilities - Design HLD and LLD documents for AI use cases, Developed E2E data gathering, model training, and API building via Django, ensuring design patterns, code coverage (pytest), and coding standards (sonar lint). Managing key stakeholders across SCNXT-AIMLOps teams, product teams, banking operations, Verification teams & senior leadership and make things happen in a large rapidly scaling complex system.
- Other Key Responsibilities: Feature and Story Point Estimation, Defining DoD and DoR's for user and technical stories, QA, and verification cross team collaborations, agile SDLC maintenance, Code reviews, Deployment in Amazon EC2, OCP containers, GCP, CI/CD, Maintaining Coding standard and Code coverage.

Techniques: Python, Computer Vision, NLP, Deep Learning, Django, OCP, AWS, Postgres, Kubeflow, GPT4, GENAI

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