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Ami Desai

A diligent and motivated individual with a true passion for exploring and analyzing complex data. With a keen eye for detail and a natural aptitude for uncovering valuable insights, I am driven to contribute to decision-making processes through the application of my skills and knowledge and build innovative projects in the field of Data Science.

Projects

NewsPlot Pro

A robust system for real-time event extraction, categorization, and the creation of a dynamic network graph using news data sourced from public APIs, including Airrchip.spaCy, Python, Natural language processing (NLP), NetworkX, Plotly, newsapi, Streamlit, LLM, gemini, Similarity Search

FINITY

Financial UnityReact, MySQL, Python, CockRoachDB, yfinance, MSSQL, RAG, quantstats

Skills

Machine Learning
Deep Learning
Data Analytics
Power BI
Interpersonal Communication

Experience

  • ORRA Jewellery - Data Analyst Intern
    June 2023 - January 2024

    • Engaged in collaborative learning and strategic discussions with the PwC team during pivotal business meetings for Project Quartz orchestrating the automation of services provided by several departments (IT, Finance, Retail, SCM, Merchandising, Consumer Finance and Marketing).

    • Contributed to the execution of Data Migration 2.0 for the implementation of D365 V 2.0 with PwC's team. Seamlessly facilitating the upload of essential ETP Balance Store, HeaderSKU and Watchlist Items for all ORRA operational stores and the Opening Stock of 5 franchise ORRA stores in India.

    • Leveraged data analytics techniques for data management of Diamond Stone Agreement applicable in V2 with dense dataset consisting of 1,469,253 entries. This diverse inventory encompasses precious gemstones (Amethyst, Sapphire, Blue Topaz, Carnelian OV, Ceramic, Citrine, Coral, Emerald, Green Onyx, Garnet, Hydro, Ruby, Rudraksh) to unique items such as South Sea Pearls and LGD (Lab Grown Diamonds) for the DIVAA collection by ORRA.

    • Executed comprehensive data mining, pre-processing, analysis, and modelling for the ongoing ‘GSR Data Analytics & Machine Learning’ project aiming for optimizing business strategies and driving revenue growth.

    • Liaised with PwC consultants for the GPP Account Opening & GPP EMI integration under GIS Scheme from the legacy system to an updated version.

    • Provided seamless and efficient support for critical business operations through real-time transactions. Conducted in-depth research, analysis, and synthesis of data to evaluate the profitability of the brand's collections and identify growth prospects. Performed comprehensive analysis of luxury retail brands offering valuable insights and learnt about geographically-influenced sales strategies.

    • Discovered how cultural nuances and regional festivities significantly impact consumer preferences and purchasing habits ensuring relevance and resonance with diverse clientele alongside the merchandising team.

  • DYAD - BI Engineer Intern
    April 2023 - June 2023

    (In 2024, Dyad orchestrated the integration of I-Engineering, Inc, previously acquired by XDimensional Technologies as a fresh entity, marking the inception of a promising venture. This strategic merger of two seasoned firms with established track records is poised to enhance service offerings for retail agencies, program administrators and MGAs in the insurance ecosystem.)

    • Worked in a dynamic environment, accommodating simultaneous transactions, thereby ensuring the robustness and scalability of the insurance management solutions offered by the company.

    • Actively supported the development of versatile SaaS solutions utilizing Microsoft’s ecosystem in conjunction with AI capabilities powered by Tensorflow.

    • Contributed to the creation of visualizations showcasing revenue distribution across U.S. states and variances in revenue coverage, identifying the top 5 coverage areas, notably commercial general liability, commercial property, and retained commission.

    • Utilized Dundas BI as a primary tool to connect data cubes and create comprehensive visualizations, including product hierarchies and dashboards, using various metric sets to represent essential information for insurance agencies such as budget, endorsement revenue, premiums and fact claims. Analyzed critical financial metrics such as revenue, policy bound count and GWP premium for clients providing actionable insights to enhance decision-making processes.