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

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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

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

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

Enactus IIT Roorkee

Recognized as a finalist in the Enactus IIT Roorkee Envision competition for contributions in Machine Learning and Deep Learning.

Project Head

Enactus IIT Roorkee

Led key projects within Enactus IIT Roorkee, demonstrating leadership and project management capabilities.

Marketing Executive

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

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.

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.