Mangesh Choudhari
Machine Learning Engineer
Pune
Summary
Certified Machine Learning Developer and a Master of Technology silver medalist from Vellore institute of Technology who has worked on multiple technology projects in Machine Learning. 4.5+ years of professional experience in technology development including work on Computer Vision, Natural Language Processing, Data Analysis and Research in Machine learning.
Overview
7
7
years of professional experience
2
2
years of post-secondary education
Work History
Machine Learning Engineer
InfoVision Labs Pvt Ltd
Pune
7 2022 - Current
- Work Environment: Python and Machine Learning Frameworks such as Scikit-Learn, Tensorflow, PyTorch etc
- Projects: Detection of Unstructured Duplicate Data, Wall detection using CNNs, Digital Avatars, Sprinter Application creation for streamlining Sprint creation task, KYC details extraction using OCR, Data Analysis and Power BI for Client
- CI/CT/CD Pipelines with Jenkins and Github Webhooks, MLOps using mlflow
- Researched, designed and implemented LLM chatbot to solve business problem affecting infovision India Employees.
- Received appreciations from clients as well as from Leaderships for consistent delivery.
Computer Vision Engineer Intern
Carscan (Chaob Technologies Pvt. Ltd.)
Pune
01.2022 - 07.2022
- Work Environment: Python, Tensorflow, OpenCV, Numpy, Pandas, Matplotlib, Google Colab, mmDetection etc
- Projects: Instance Segmentation to detect Vehicles in given Image, Instance Segmentation to detect and identify different Vehicle parts, Video Stabilization using Predicted Mask and Some additional Data, Object Detection to detect Vehicle Odometer
- Performed research on improvement of existing implementations and increased accuracy of video stabilization affecting core business component.
Application Development Analyst
Accenture Solutions Pvt Ltd
Mumbai
12.2017 - 03.2020
- PL/SQL (Oracle Database 12c) - Development of queries to fetch and analyze data
- Project: UK based Telecom Client Project
- Development of SQL queries to fetch data daily
- Improved code quality by adhering to best practices and enforcing coding standards across team
- Performed analysis and defined update action items to re-correct data
- Define update procedures and execute based on correction items.
Education
M.Tech Control and Automation -
Vellore Institute of Technology, Vellore
Vellore, India 06.2020 - 06.2022
Skills
- Python, SQL, Sklearn, Tensorflow, PyTorch, Matplotlib, Seaborn
- APIs with Flask Framework, MLOps with MLflow
- Cloud Technologies such as AWS EC2, S3 Storage
- CI/CD with Jenkins, Github Webhooks
Data Engineering tools such as Azure Data Factory, Data Lake, Databricks, PySpark etc
Visualisations with Power BI
Languages
English, Hindi and Marathi
Achievements and Certifications
- Secured Second Rank in Master of Technology at Vellore Institute of Technology.
- Certified by Applied Roots, Hyderabad for completing 1 year Applied Machine Learning Course with 30 mandatory assignments and 2 self-made case studies.
- Worked as a Project Mentor for Diploma course in University if Hyderabad
Timeline
Computer Vision Engineer Intern
Carscan (Chaob Technologies Pvt. Ltd.)
01.2022 - 07.2022
M.Tech Control and Automation -
Vellore Institute of Technology, Vellore
06.2020 - 06.2022
Application Development Analyst
Accenture Solutions Pvt Ltd
12.2017 - 03.2020
Machine Learning Engineer
InfoVision Labs Pvt Ltd
7 2022 - Current
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