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Big Data Developer with 1+ years in Big Data Analytics & Cloud Platforms
Data professional with a PG Diploma in Big Data Analytics from CDAC India, equipped with hands-on experience in data collection, machine learning, and big data technologies. Proficient in Python, R, SQL, and cloud platforms like AWS, with skills developed through CDAC's comprehensive coursework. Proven ability to deliver insights via advanced analytics, data visualization, and cloud computing. Demonstrated expertise through projects ranging from book sales rank prediction to CRM systems development, utilizing tools like Pandas, Py-Spark, and Apache Kafka. Adept at identifying business opportunities through data-driven decision-making and optimizing business performance through analytical solutions.
CDAC India
PG Diploma · Big Data analytics SM-VITA
August 1, 2024 – February 1, 2025
Vidyalankar Institute of Technology
Bachelor of Engineering · Electronics
August 1, 2018 – August 1, 2022
Wilson College
HSC-Science · Science
February 1, 2018 – February 1, 2018
St. Peter's School
SSC
May 1, 2016 – May 1, 2016
Crisil
Big data Developer
May 1, 2025 – Present
India
Perch Technologies Pvt. Ltd.
Solutions Architect
June 1, 2022 – February 1, 2024
India
Book sales rank prediction
June 1, 2026 – Present
Processed 66,670 + JSON files using Py-Spark on AWS EMR. Optimized JSON Data Pipelines, Improving transformation speed. Hosted Flask application on AWS EC2, providing user friendly interface. Final Spark job on AWS Glue, leveraging serverless architecture for scalable data processing. Trained and developed ANN and LSTM models.
CRM Website using Django
June 1, 2026 – Present
Developed a CRM system for managing Sales, Accounts, and Inventory departments. Handled CRUD operations and policies through Django's Admin panel.
LSTM Next 3 Word Prediction
June 1, 2026 – Present
Implemented an LSTM model for next-word generation, predicting the top three most probable next words. Preprocessed text data and applied NLP techniques.
Real-Time Data Streaming with Apache Kafka & AWS Lambda
June 1, 2026 – Present
Platform: Apache Kafka, AWS Lambda, MySQL RDS Set up a real-time data streaming pipeline using Kafka, streaming JSON messages transformed into tabular data stored in MySQL RDS.
IBM Python for Web Development
IBM
June 1, 2026 – Present
IBM Python for Data Science
IBM
June 1, 2026 – Present
IBM Python for Data Analysis
IBM
June 1, 2026 – Present
Cisco Python Essentials
Cisco
June 1, 2026 – Present
AWS Cloud Practitioner Essentials
AWS
June 1, 2026 – Present
SQL fundamentals by IT Vedant
IT Vedant
June 1, 2026 – Present
Hacker rank SQL Basic Certification
HackerRank
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects demonstrate diversity in application (book sales prediction, CRM, real-time streaming) and a breadth of skills across data engineering, machine learning, and web development. The current role as a Big Data Developer at Crisil aligns directly with the target role, indicating a clear career path and interest. The PG Diploma in Big Data Analytics further strengthens this alignment. The candidate appears to be a good cultural fit due to their diverse project experience and direct relevance to the target role.
Soft Skills & Operational Fit
The candidate's resume highlights 'Honest and simple', 'Committed to excellence, skills and a team player', and 'Good learning abilities and able to adapt to new environments'. These indicate a positive work attitude and potential for team collaboration, which are good for operational fit. However, without psychometric test results, a deeper assessment of stress handling and logical reasoning is not possible.