Dikesh Faldu
Associate Process Manager - AI/ML
Porbandar
Summary
Well-qualified Data Scientist experienced working with vast financial data sets to break down information, gather relevant points, and solve advanced business problems. Skilled in the extraction of unstructured data sets and finding relevant information out of them. Very well with designing the architecture and workflow of the application. Offering 5.9 years of experience in improving business operations.
Overview
6
6
years of professional experience
4
4
years of post-secondary education
Work History
Associate Process Manager
eClerx Services Limited
Navi Mumbai
04.2021 - Current
- Worked as ML and Python Developer in the Product Team.
- Lead and mentored the project of ML and Python in the team
- Prepare a Deep Learning model using the YOLOv5 Architecture, for extracting multiple information from the invoices. (Created multiple models for different object detection.)
- Worked with OCR, Pytesseract, and Vision AI to extract the information out of the images.
- Written python script which will make unstructured PDF/Image data to proper format using its pixel locations.
- Worked on data extraction project for Credit Agreements for UK-based Bank.
Senior Analyst
eClerx Services Limited
Navi Mumbai
05.2019 - 03.2021
- Suggested and Developed the features for dynamic indexing for the credit agreement documents.
- Created automation python script using selenium to download form-10k and extraction of particular information out of it.
- Created the algorithm to match the e-commerce data of our client with the competitor dataset to do further analysis.
- Develop the tools to train key-point extraction from the PDF using a bi-directional LSTM model with TensorFlow. Where users directly annotate, train the model, and predict the output from the tool itself.
- Worked on Product matching algorithm using different types of the distance between 2 words and applied classification algorithm on top of it.
Data Scientist
Quadratic Insight Pvt Ltd.
Hyderabad
06.2016 - 05.2019
- Started by learning Hive, Hbase, R, and Python.
- Work on email classification project for preprocessing using R.
- QSS - Worked in product to analyze the bank statement using OCR and ML algorithm to create the business report and identify the bounce transactions as well
- Worked and Supported Product at client location
- Created APIs with the Flask to deploy the services.
- Worked on email classification project to divide the HR helpdesk mails into the particular categories and then a respective person can answer the queries.
- Got an award for best work at client location.
Education
B.Tech - Computer Engineering
SVNIT
Surat 07.2012 - 05.2016
Distance MBA - Finance Management
NMIMS
Mumbai 01.2022 - Current
Skills
Python
Data Extraction
NLP
ML
Deep Learning
Flask
Timeline
Distance MBA - Finance Management
NMIMS
01.2022 - Current
Associate Process Manager
eClerx Services Limited
04.2021 - Current
Senior Analyst
eClerx Services Limited
05.2019 - 03.2021
Data Scientist
Quadratic Insight Pvt Ltd.
06.2016 - 05.2019
B.Tech - Computer Engineering
SVNIT
07.2012 - 05.2016