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Sayan Karmakar

@sayankarmakar

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Aspiring data scientist with a strong background in machine learning.

India

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What I'm looking for

I am looking for a dynamic role that fosters innovation and growth, where I can leverage my data science skills to solve real-world problems and contribute to impactful projects.

I am a passionate data scientist with a focus on machine learning and analytics. Currently pursuing a Postgraduate Diploma in Data Science and Machine Learning at Plaksha University, I have gained hands-on experience through various internships and projects that have honed my skills in data analysis and model development.

My recent internship at SBSF Agritech involved curating floral taxonomy and optimizing carbon credit evaluation processes using advanced machine learning techniques. I have also contributed as a Product Manager Intern at GoResume.io, where I analyzed competitor strategies and developed product recommendations for a user base of over 10,000. My entrepreneurial spirit is evident from my venture in the plus-size apparel industry, where I managed end-to-end operations.

Experience

Work history, roles, and key accomplishments

Data Scientist Intern

SBSF Agritech

Apr 2024 - May 2024 (1 month)

Curated floral taxonomy of 280+ trees based on biomass and carbon sequestration to optimize carbon credit evaluation. Developed an ML model using Bedrock transformers from AWS to predict growth curves and carbon sequestration of 100,000+ species across 200 agro-economic zones.

Machine Learning Carbon Sequestration Data Modeling BLEU Score R2 Score

Product Manager Intern

GoResume.io

Feb 2024 - Apr 2024 (2 months)

Analyzed 6+ competitor companies to plan and develop 'Coach', a mentor learning feature for white-collar job seekers. Created 3+ PRDs to recommend tool integration for product analytics and marketing for 10,000+ users.

Competitor Analysis Product Management Product Development PRD文档撰写 Product Analytics Marketing Strategy Similarweb

Machine Learning Intern

Feynn Labs

Nov 2021 - Jan 2022 (2 months)

Led a team of 4 interns to perform segmentation and opportunity analysis in the real estate market, providing launch statistics for a home rental startup. Ideated and prototyped 'Stock Expiry Customizer', an itinerary manager for households.

Market Segmentation Real Estate Prototyping Team Leadership Data Analysis

Entrepreneurial Venture

Plus Size Apparel

Jan 2016 - Dec 2017 (1 year 11 months)

Launched a plus-size apparel startup offering custom-made, extra-large garments. Established partnerships with garment makers and factories, handling self-procurement, storage, and delivery.

entrepreneurship Apparel Manufacturing Supply Chain Management Business Development Customer Service Inventory Management

Education

Degrees, certifications, and relevant coursework

Kendriya Vidyalaya, Adra

Class X, General Studies

Grade: 91%

Completed Class X under the CBSE board at Kendriya Vidyalaya, Adra. Demonstrated excellent academic achievement in the secondary education curriculum.

Jadavpur University

Certificate, French

Grade: 80%

Obtained a Certificate in French from the School of Languages and Linguistics. Developed proficiency in French language skills, including reading, writing, and speaking.

Jadavpur University

Bachelor of Science (Honours), Physics

Grade: 6.57/10.0

Pursued a Bachelor of Science with Honours in Physics. Gained a strong foundation in theoretical and experimental physics, covering various sub-disciplines.

Kendriya Vidyalaya, Adra

Class XII, General Studies

Grade: 86%

Completed Class XII under the CBSE board at Kendriya Vidyalaya, Adra. Achieved strong academic performance in the senior secondary curriculum.

IIEST, Shibpur

Bachelor of Technology, Aerospace Engineering

Enrolled in a Bachelor of Technology program in Aerospace Engineering. Withdrew from the program in 2015 due to medical reasons.

Plaksha University

Post Graduate Diploma, Data Science & Machine Learning

Grade: 7.65/10.0

Completed a Post Graduate Diploma in Data Science and Machine Learning. Focused on advanced topics in data analysis, machine learning algorithms, and their applications.