Summary
Overview
Work History
Education
Skills
Websites
Certification
Awards
Accomplishments
Timeline
Generic

Gayatri Charape

Pune

Summary

Passionate and dedicated Lead Engineer specializing in machine learning and AI, with a strong engineering foundation. Committed to emerging technology with business insights for innovative solutions in AI-driven domains.. #DataScience #BusinessAnalytics #MachineLearning

Overview

15
15
years of professional experience
1
1
Certification

Work History

NLPtoSQL Bot Developer

BNY Mellon
Pune
10.2023 - Current
  • Collaborated with cross-functional teams throughout the development process to ensure successful outcomes.
  • Analyzed customer requirements to determine project scope and objectives.
  • Maintained current knowledge of relevant technologies through continuing education courses.
  • Developed data models and algorithms to identify patterns in large datasets.
  • Performed exploratory data analysis to uncover insights from structured and unstructured data.
  • Conducted feature engineering to build predictive models for forecasting customer behavior.
  • Created dashboards with visualizations to present findings to stakeholders.
  • Implemented data collection systems using various programming languages such as Python, R, and SQL.
  • Integrated different sources of data into a single unified platform for further analysis.
  • Managed data cleaning and quality evaluations.
  • Worked alongside team members and leaders to identify analytical requirements and collect information to meet customer and project demands.
  • Built compelling data stories and visualizations to influence decision makers.

Senior Associate

BNY Mellon
Pune
11.2017 - Current
  • Project modernization - Monitored and supervised.
  • Website development and maintenance (Angular and MSSQL,PrimeNG)
  • Developed and implemented strategies for increasing customer satisfaction.
  • Provided direction and guidance to junior associates on complex tasks.
  • Coordinated cross-functional teams in completing projects on time.
  • Interpreted business requirements into technical specifications for system development initiatives.

Data Engineer - Aladdin Project

04.2019 - 02.2023
  • Developed Python scripts to automate data extraction from various sources, such as databases and web APIs.
  • Performed exploratory data analysis using Pandas, Numpy and Matplotlib libraries in Python.
  • Cleaned up raw datasets by identifying outliers, missing values and other discrepancies.
  • Optimized existing ETL pipelines for faster loading of data into target systems.
  • Utilized SQL queries to extract relevant information from relational databases.

Senior Software Engineer

Mellon Capital
San Francisco
05.2015 - 05.2017
  • Performance system developer, worked on creating database by importing data from multiple sources.
  • Worked successfully with diverse group of coworkers to accomplish goals and address issues related to our products and services.

Software Developer

BNY Mellon
Pune
02.2012 - 04.2015
  • Developed stored procedures, functions and triggers to support application requirements.
  • Optimized existing queries for better performance using SQL query tuning techniques.
  • Monitored database performance and troubleshooted issues related to slow running queries or deadlocks.
  • Provided technical assistance in the form of SQL coding advice to other team members.

Software Engineer - ACE Dashboard

OTIS Elevator
Pune
02.2009 - 01.2012
  • Worked in team environments to produce high-quality programs and applications for various industries.
  • Coordinated system installations, testing, and code corrections.
  • Documented technical specifications and project testing methods for future reference.

Education

MBA - Business Analyst and Data Science

Indian School of Business
Hyderabad
12.2023

C-Dac, software languages -

DY Patil, Pune
01.2009

Bachelor's Degree, Electrical, Electronics and Communications Engineering - Computer and Information Sciences

Government Collage of Engg. Amravati
01.2008

Skills

  • Probability Theory
  • Sentiment Analysis
  • Neural Networks
  • Mixtral 8x7B
  • Embedding Models (BGE Large/Base Eng)
  • Similarity Search (Cosine/nearest neighbour)
  • Langchain framework (Agents, TextTOSQL, SQLDatabase, Fewshotprompting)
  • Elastic Search
  • ChatGPT (35 turbo/4)
  • Large Language Models (LLM)
  • YOLOv5/v8, VGGNET/ALEXNET/
  • Deep Learning
  • Supervised Learning
  • Unsupervised Learning
  • NET
  • Angular 15/12
  • C#/MSSQL
  • Python/Tabluea/CSV

Certification

SAFe Certification - BNY Mellon

Awards

  • HackAIthon runner up., BNY Mellon, 12/01/23, Hackathon in Artificial intelligence with large language modelling.
  • Game changer Award, BNY Mellon, 10/01/22, Received Game changer award.

Accomplishments

  • Hackaithon - Company level - received runner up.
  • Company level awards - Game changer, WOW

Timeline

NLPtoSQL Bot Developer

BNY Mellon
10.2023 - Current

Data Engineer - Aladdin Project

04.2019 - 02.2023

Senior Associate

BNY Mellon
11.2017 - Current

Senior Software Engineer

Mellon Capital
05.2015 - 05.2017

Software Developer

BNY Mellon
02.2012 - 04.2015

Software Engineer - ACE Dashboard

OTIS Elevator
02.2009 - 01.2012

MBA - Business Analyst and Data Science

Indian School of Business

C-Dac, software languages -

DY Patil, Pune

Bachelor's Degree, Electrical, Electronics and Communications Engineering - Computer and Information Sciences

Government Collage of Engg. Amravati

Similar Profiles

CREATE PROFILE
Gayatri Charape