Siddharth Kumkale
Data Science - Risk | @FlexiLoans
- Role
- Data Scientist Consultant at FlexiLoans
- Location
- Thane, IN
- LinkedIn followers
- 500 followers
About Siddharth Kumkale
Hi, I’m Siddharth Kumkale, a Computer Science Engineering student specializing in AI and ML at Mumbai University, graduate of 2024. With a deep passion for technology, I thrive on exploring the intersections of Data Science, Machine Learning, and AI. My journey includes hands-on experience in Python, R, SQL, and a keen interest in applying these skills to solve real-world challenges. Beyond academics, I\'m dedicated to Android app development using flutter and kotlin and have a strong interest in cybersecurity. Let\'s connect to explore opportunities and discuss our shared enthusiasm for cutting-edge technologies!
Experience
Data Scientist Consultant
Aug 2024 — Present · Mumbai, IN
Designed and implemented a robust DRE rule engine to filter out customers not meeting policy criteria, providing tradeline and application-level status insights for improved decision-making.• Handled diverse ad hoc data requests using SQL and Python to support business operations and strategic analysis.• Conducted BTO analysis using advanced statistical techniques like the 99th percentile, IQR, and sigma methods, reducing applicant rejection rates and improving quarterly outcomes.• Developed and integrated an LLM-based LAMA model to create a chatbot that delivers organizational insights from CSV or Excel data, enhancing data accessibility and decision-making efficiency. Successfully led a project leveraging Whisper AI for audio transcription from Hindi to English, utilizing customer data for seamless multilingual conversion. Developed and fine-tuned a Llama model on this dataset to enhance accuracy and adaptability.
Education
The University of Waikato
Master's degree
2025 — 2026
S.E.M.S Koregaon
10th
2011 — 2018
University of Mumbai
Bachelor of Engineering - BE
2020 — 2024
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