Market Capitalization Forecasting with Deep Learning for FidelFolio
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Summary
Developed a Deep Learning model to forecast market capitalization growth for Indian companies, providing reliable long-term investment insights.
Shivani Singh
AI/ML & Financial Modeling Specialist
Roorkee, IN.About
Highly motivated undergraduate at IIT Roorkee with hands-on experience in Machine Learning, Deep Learning, Data Analytics, and Financial Modeling. Proven ability to apply AI to solve complex problems in sustainability and fintech, demonstrated through national-level competitions and impactful projects. Seeking to leverage strong analytical and technical skills in Python, SQL, and modern AI frameworks to drive innovative solutions.
Work
Enactus IIT Roorkee
|Treasurer
Roorkee, Uttarakhand, India
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Summary
Led financial operations and strategic planning for a student chapter, ensuring fiscal health and compliance.
Highlights
Managed comprehensive budgeting, financial planning, and risk compliance, ensuring the chapter's financial stability.
Directed a finance team to optimize cash flow by 15%, enhancing operational efficiency and resource allocation.
Ensured stringent regulatory compliance and accurate financial reporting, mitigating risks and maintaining transparency.
Education
Indian Institute of Technology Roorkee
Roorkee, India
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B.Tech
Grade: 8.369
Awards
Top 10 in India, Hult Prize India'25: Startup Track
Awarded By
Hult Prize India
Recognized among the top 10 teams nationally in the Hult Prize India Startup Track for innovative entrepreneurial solutions.
Finalist, E-Summit'25, PRODUCTATHON: AI/ML
Awarded By
E-Summit
Achieved finalist standing in the E-Summit PRODUCTATHON for developing innovative AI/ML-based product solutions.
Finalist, Enactus IITR Envision: ML and Deep Learning
Awarded By
Enactus IIT Roorkee
Recognized as a finalist in the Enactus IIT Roorkee Envision competition for contributions in Machine Learning and Deep Learning.
Project Head
Awarded By
Enactus IIT Roorkee
Led key projects within Enactus IIT Roorkee, demonstrating leadership and project management capabilities.
Marketing Executive
Awarded By
Cognizance IIT Roorkee
Contributed to marketing initiatives for Cognizance IIT Roorkee, showcasing strategic communication and outreach skills.
Languages
Hindi
English
Skills
Programming & Scripting
Python, SQL, C++, HTML.
ML & DL Frameworks
TensorFlow, Keras, PyTorch, Scikit-learn, OpenCV, HuggingFace, LLMs.
Data Analysis & Visualization
Pandas, NumPy, Seaborn, Matplotlib, Power BI, Tableau, Excel, MATLAB, Git, LaTeX.
Additional Courses
Google Advanced Data Analytics, Fundamental Analysis Bootcamp 2024 (IIT Guwahati), Communications Skills.
Projects
Behavioral Model for Credit Card Risk
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Summary
Constructed a predictive model to assess customer credit default risk, providing lenders with a tool to minimize financial losses.
Traffic Light Control Using Deep Reinforcement Learning
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Summary
Developed an AI-driven system to optimize urban traffic flow using Deep Reinforcement Learning, significantly reducing vehicle waiting times.