Smita Omble

Product Manager

Mumbai, Maharashtra, India3 yrs 9 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in ML model development and data analysis.
  • Proficient in Python, SQL, and web scraping tools.
  • Strong experience in automating data processes.
Stackforce AI infers this person is a Data Science professional with expertise in machine learning and automation in the automotive and finance sectors.

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Skills

Core Skills

PythonApi DevelopmentNlpWeb ScrapingMachine LearningData Analysis

Other Skills

AWS OCRAmazon Web Services (AWS)Artificial Intelligence (AI)BeautifulSoupCascading Style Sheets (CSS)Computer VisionData AnalyticsData GatheringData MigrationDatabase Management System (DBMS)Deep LearningDjangoExploratory Data AnalysisGitGoogle Cloud Platform (GCP)

About

Data Science professional with 4+ years of experience in ML model development, statistical analysis, and extracting insights from diverse datasets. Proficient in Python, SQL, and data analysis, with expertise in image processing, OCR, and web scraping. Skilled in workflow automation, scalable API development, and delivering data-driven solutions. Key Skills: Programming Languages: Python Databases/ Server: SQL, PostgreSQL, SQLAlchemy. Machine Learning & Deep Learning: YOLOv7, DNN, scikit-learn, NLTK, , Computer Vision & OCR: OpenCV, PyTesseract, AWS Textract Data Analysis: Data preprocessing, feature engineering, predictive modeling Data Manipulation and Visualization: Pandas, NumPy, Matplotlib, Power BI Web Development and Deployment: Flask, REST APIs, Web Scraping Tools: BeautifulSoup, Requests, selenium Version control: Git. Experience: NovacTech Solutions (Python Developer): Improved automobile insurance claims processing with a YOLOv8-based model and contributed to an 80% accurate time series model for retail sales data, enhancing revenue forecasts. Collaborated on the Loan Classification project to develop an accurate repayment prediction model and demonstrated proficiency in data migration automation with Pandas and SQLAlchemy. Convergence IT Services (Jr. Machine Learning Engineer): Excelled in data handling and API development. Implemented a Python-based Resume Parsing API using NLTK for automated candidate screening and integrated with the Aadhaar API for accurate information extraction from various card formats. Career Goals: Eager to apply skills in solving real-world problems and contribute to meaningful innovation in the field of Data Science. Strong team player with excellent communication skills and a continuous learning mindset. #Data Science #Data Analyst #Machine learning Developer #python #flask #computer vision #data analysis #data visualization #numpy #pandas #PowerBI

Experience

3 yrs 9 mos
Total Experience
1 yr 10 mos
Average Tenure
1 yr 11 mos
Current Experience

Sheerdrive

Python Developer

Jul 2024Present · 1 yr 11 mos · Mumbai Metropolitan Region · Remote

  • Car Pricing Model: Designed and deployed a dynamic car pricing model using statistical methods, enabling accurate valuation and improving pricing decisions.
  • Image & Data Automation: Automated image downloads and data collection from multiple sources, reducing manual effort by 60% and improving efficiency.
  • Automotive Data Standardization | NLP & AI Automation : Standardized cluttered automobile make–model data using string/fuzzy matching and NLP techniques, integrating OpenAI LLMs to resolve ambiguities.
  • Automated the cleaning pipeline, reducing manual effort by 80% and improving pricing accuracy by 95%+
  • API Data Extraction: Enhanced API data extraction with multithreading, boosting speed and efficiency; automated data storage into Excel for analysis.
  • Web Scraping: Developed robust web scraping workflows (BeautifulSoup, Selenium) to extract structured/unstructured datasets at scale.
PythonStatistical MethodsImage AutomationNLPAPI DevelopmentWeb Scraping

Novac technology solutions

Python Developer

Jul 2022May 2024 · 1 yr 10 mos · Navi Mumbai, Maharashtra, India · On-site

  • Car Insurance Claim Processing: Accelerated claims processing with a user-friendly Model that
  • uploads faster and leverages YOLOv8 for precise damage identification.
  • Time Series for Sales Data: Contributed significantly to a new time series model with 80%
  • accuracy, enabling more accurate revenue forecasting and improved strategic decision-making.
  • Loan Classification: Developed a machine learning model as part of a team using company data,
  • which improved loan application evaluation by precisely predicting users’ repayment patterns.
  • Data Migration Automation with Pandas and SQLAlchemy: Developed Python scripts to automate
  • data migration, transformation, and loading processes.
  • Adhar card masking: Aadhaar UIDs remain hidden in images and scanned documents. Image
  • processing is done using OpenCV and the PyTesseract Optical Character Recognition engine
PythonYOLOv8Time Series AnalysisData MigrationOpenCVPyTesseract+2

Convergence it services

Junior machine learning developer

Jan 2021May 2022 · 1 yr 4 mos · vidyavihar · Remote

  • Handle the responsibility of Data Gathering and processing in (csv, txt ) format as per requirement.
  • Worked on Resume Parsing API using Python and nltk libraries for companies career portal for automatization
  • Work on Adhar API for extracting relevant information from Adhar cards and test it on the different formats of cards.
  • Extracting applicable information using AWS OCR from different scan documents.
Data GatheringResume ParsingNLPAWS OCRMachine Learning

Education

University of Mumbai

Master of Computer Applications - MCA

Dec 2021Mar 2023

Anand Vishwa Gurukul

Bachelor's degree — Information Technology

Jan 2016Jan 2019

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