Sumit Sharma
Mumbai
Summary
Experienced Senior Python Developer with over 6 years of expertise in crafting robust solutions, efficiently managing large datasets, and prioritizing system reliability. Demonstrated proficiency in the full lifecycle of solution delivery, from conceptual design to implementation. Skilled at presenting intricate information with clarity and quickly adapting to emerging technologies. Known for a collaborative nature and strong communication skills, making me a valuable team member. A solid academic background and a systematic approach drive my contributions to organizational success.
Overview
7
7
years of professional experience
Work History
Associate
Ares Operations India LLP
09.2023 - Current
- Developed an advanced Flask RESTful application to facilitate seamless file transfers, incorporating batch and chunk-wise processing for optimal handling of large files
- Optimized the processing of extensive investor data by implementing asynchronous scripts with sub-processes and threads, significantly boosting daily data handling efficiency
- Developed a robust retry mechanism to create a fail-safe system, ensuring reliable operations with automated retries at specified intervals
- Played an integral role in launching successful projects by coordinating tasks among team members while adhering closely to established timelines and budgets.
- Secured Middleware APIs by designing and implementing an OAuth authentication layer, effectively safeguarding application endpoints
- Played an integral role in migrating of the Flask RESTful application by upgrading Python from version 3.6 to 3.11, ensuring compatibility and leveraging new features
- Facilitated the transition of Jenkins jobs from an on-premises environment to Azure Kubernetes Service (AKS), enhancing job scheduling efficiency and system scalability
Consultant
Capgemini
03.2018 - 09.2023
- Engineered Python-based automation scripts for JIRA and TestRail application, extracting defect and test data, and visualizing insights in Power BI
- Implemented key system enhancements that significantly advanced the functionality of a client's data validation tool
- Optimized Oracle database processes by efficiently managing large datasets with prefetchrows and array size adjustments using pandas, reducing processing time from hours to mere minutes for comparing millions of data entries
- Delivered comprehensive support for in-house products, including the Requirement Mapper and Quality Engineering Maturity Modeler, by conducting client demonstrations and presenting proof of concepts
- Created a search engine utilizing a custom Named Entity Recognition (NER) model, which enabled precise extraction of keywords and key phrases
- This advanced solution significantly enhanced the search engine's data retrieval capabilities by identifying and utilizing entities specific to the client's business needs
- Designed and trained a custom Natural Language Extraction (NLE) model using Google Cloud Platform (GCP) for entity extraction, and performed comprehensive performance evaluations against the custom Named Entity Recognition (NER) model to ensure optimal accuracy and efficiency
- Designed a robust API-based solution for addressing multi-class classification challenges by leveraging QA defect data to accurately predict root cause analysis (RCA)
- Utilized the multinomial Naive Bayes algorithm to effectively identify and categorize defects, significantly enhancing quality assurance and streamlining issue resolution processes
- Provided expert consultancy on an existing billing system, presenting analytical findings and documenting multiple AI/ML solution approaches to optimize user offers
- Generated insightful graphs and charts with Kibana, analyzing user query behaviors for enhanced decision-making
Education
Diploma in Advanced Computing -
CDAC
01.2018
Bachelor of Engineering - BE (EXTC)
Mumbai University
01.2016
Skills
- Python
- Machine Learning
- NLP
- Designing Innovative Solutions
- DSA Algorithms
- Meticulous Work Practices
- Complex Problem-solving
Frameworks Libraries Databases Tools
Flask, Flask Restful, Django, Requests, NLTK, Pandas, NumPy, Jira, Scikit-learn, pyinstaller, MySQL, Microsoft SQL server, Oracle, Snowflake, Gitlab, HP ALM, Splunk, PowerBI, Kibana, Jira, TestRail, Pycharm IDE, Anaconda Navigator, Jupyter Notebook, SRE tools
Awards
- Rewarded with a Firefighter of the Quarter and with a Debut of the Year at Capgemini
- CDAC-certified PG Diploma holder in Advanced Computing
- Rank holder in the final year of a Bachelor of Engineering
- Ranked among the top 100 out of 2,000 participants in the Autothon Challenge, where I presented Intelligent Defect Triage Automation for triaging and assigning duplicate defects to avoid redundancy
- Attended training on Machine Learning, Deep Learning, Spring Boot, and Cloud technology
Timeline
Associate
Ares Operations India LLP
09.2023 - Current
Consultant
Capgemini
03.2018 - 09.2023
Bachelor of Engineering - BE (EXTC)
Mumbai University
Diploma in Advanced Computing -
CDAC
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