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Shubham Madhavi

A motivated software specialist with 6 months of professional experience developing API in Python. Proficient in various Python libraries, frameworks, and computer networking. Strong ability to learn new technologies and a passion for making the world more unified and connected. Strong analytical and problem-solving skills. Proven track record of delivering successful projects, including bank statement reader and OCR API. Currently working as a Software Specialist (2 Band) at LoanTap Financial Technologies Pvt. Ltd. Strong teamwork, leadership, and communication skills. | seek to utilize my skills and experience to contribute to your organization.
  • Role

    full stack python engineer

  • Years of Experience

    5 years

Skillsets

  • Python
  • PySpark
  • NLP
  • ETL
  • Generative AI
  • SciPy
  • BeautifulSoup
  • AWS
  • React.js
  • Machine Learning
  • JavaScript
  • Angular
  • Data Mining
  • Data Mining
  • PySpark
  • NLP
  • ETL
  • Generative AI
  • SciPy
  • BeautifulSoup
  • AWS
  • React.js
  • Machine Learning
  • Angular Js
  • Artificial Intelligence
  • Communication Skills
  • Data Analysis
  • Data Mining
  • Data Warehousing
  • MySQL
  • planning and forecasting
  • Python - 5 Years
  • Rest APIs
  • Teamwork
  • Algorithms
  • ETL
  • Generative AI - 3 Years
  • JavaScript
  • React Js
  • Rest APIs
  • JS - 3 Years
  • SQL - 5 Years
  • JavaScript
  • Angular
  • Python

Professional Summary

5Years
  • Feb, 2024 - Present2 yr 1 month

    Software Engineer (Freelance Contract)

    micro1
  • Feb, 2023 - Feb, 20241 yr

    Senior Full Stack Python Developer / Data Engineer

    Wealthtech Robo Advisory
  • Aug, 2022 - Jan, 2023 5 months

    Software Specialist (L2 Band - Assistant Manager)

    LoanTap Financial Technologies Pvt Ltd
  • Oct, 2020 - Aug, 20221 yr 10 months

    Software Developer

    Tutorpoint

Applications & Tools Known

  • icon-tool

    Domo

  • icon-tool

    Tableau

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    AWS

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    GCP

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    ReactJS

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    Angular JS

Work History

5Years

Software Engineer (Freelance Contract)

micro1
Feb, 2024 - Present2 yr 1 month
    Spearheading AI-driven software projects, leveraging LLMs and Generative AI to optimize development workflows. Employing prompt-based methodologies and iterative code generation techniques to enhance code quality and streamline processes. Integrating LLMs and Generative AI outputs into software solutions drives innovation and improves client experiences. Utilizing performance metrics for continuous model refinement, ensuring reliability and efficacy across diverse applications.

Senior Full Stack Python Developer / Data Engineer

Wealthtech Robo Advisory
Feb, 2023 - Feb, 20241 yr
    Strengthened client relationships through expert financial insights, resulting in a 20% increase in client satisfaction. Developed and maintained a daily data-fetching API, reducing data retrieval time by 30% and enhancing money management and retirement planning accessibility. Led the migration to ReactJS, optimizing financial services for business clients, refining data architecture, and integrating tools like FINVU, resulting in a 40% improvement in website performance and a 50% increase in data processing efficiency. Conducted data analysis and optimization efforts, leading to a 25% increase in user engagement and refinement of platform financial strategies. Created interactive dashboards using Gen AI to provide real-time insights into financial data, enhancing client reporting and internal decision-making processes.

Software Specialist (L2 Band - Assistant Manager)

LoanTap Financial Technologies Pvt Ltd
Aug, 2022 - Jan, 2023 5 months
    Developed Python API for Bank Statement Reader (BSR) & OCR, processing 40+ statements accurately. Implemented 90% accurate OCR API for ID verification, streamlining 100+ loan applications & improving team integration. Used Gen AI to track and visualize key performance metrics, improving transparency and efficiency in loan processing workflows. Optimized API performance, reducing verification time by 80% for significant cost savings. Conducted data analysis to extract insights from loan application data, enhancing decision-making.

Software Developer

Tutorpoint
Oct, 2020 - Aug, 20221 yr 10 months
    Completed 50+ diverse projects across data mining, networking, and academia, managing them with Python, MySQL, ReactJS, and JavaScript while ensuring timely delivery, effective client communication, and consistently high-quality outcomes. Applied advanced data analysis techniques, improving project outcomes, client satisfaction, and operational efficiency. Developed AI-powered recommendation systems and NLP models using LLMs for text summarization, enhancing user engagement, task efficiency, and project tracking through Gen AI dashboards. Led US healthcare projects, including a patient data analytics platform and an AI-driven triage system, leveraging data analysis and AI to optimize patient care and reporting.

Achievements

  • First Prize, Looking Beyond Syllabus (LBS) Project Competition, Vivekanand Education Society's Institute of Technology,
  • First Prize, National Level Project Competition - UMIT NETRA, Usha Mittal Institute of Technology, SNDT Women's University
  • Finalist, Avishkar 2018-19, University-level Research Convention, Mumbai University
  • Strengthened client relationships through expert financial insights, resulting in a 20% increase in client satisfaction
  • Developed and maintained a daily data-fetching API, reducing data retrieval time by 30%
  • Led the migration to ReactJS, optimizing financial services for business clients
  • Conducted data analysis and optimization efforts, leading to a 25% increase in user engagement
  • Created interactive dashboards using Gen AI to provide real-time insights into financial data
  • Developed Python API for Bank Statement Reader (BSR) & OCR, processing 40+ statements accurately
  • Implemented 90% accurate OCR API for ID verification, streamlining 100+ loan applications
  • Optimized API performance, reducing verification time by 80% for significant cost savings
  • Completed 50+ diverse projects across data mining, networking, and academia
  • Applied advanced data analysis techniques, improving project outcomes, client satisfaction, and operational efficiency
  • Developed AI-powered recommendation systems and NLP models using LLMs for text summarization
  • Led US healthcare projects, including a patient data analytics platform and an AI-driven triage system

Major Projects

7Projects

Next-Gen Customer Support Chatbot Integration

    Developed and integrated NLP-powered chatbot for seamless user interaction.

Online Gaming Expenses Data & Stock Data Analysis

    Utilized Python, MySQL, and Tableau for comprehensive data analysis and visualization, resulting in optimized expense management strategies.

Modeling & Simulation of Electric Vehicles

    Designed and simulated electric vehicles, integrating with IoT for real-time monitoring and optimization of performance.

Decision Tree for Diabetes Prediction

    Utilized Python and ML techniques to develop a decision tree mode for diabetes prediction, aiding in early detection and prevention efforts.

Modeling & Simulation of Electric Vehicles and Integration with Internet of Things

Dec, 2021 - Oct, 2022 10 months
    Guest Speaker at TATA Motors

Air Pollution Monitoring using Wireless Sensor Network with Low-Cost Mote

Jul, 2018 - Dec, 20202 yr 5 months

ANetworking & loT Platform for Wireless Sensor Networks

Mar, 2019 - Sep, 20201 yr 6 months

Education

  • Master of Technology (M. Tech.) in Wired and Wireless Communication (ENTC Specialization)

    College of Engineering Pune (COEP) Technological University, Pune
  • Bachelor of Engineering (B.E.) in Electronics and Telecommunication Engineering (ENTC)

    Vivekanand Education Societys Institue of Technology, Mumbai

Certifications

  • Programming for everybody (getting started with python)

  • Blockchain and its applications

  • Python programming: a concise introduction

  • Programming with python professional certificate

  • Cloud computing

  • Introduction to fpga design for embedded systems

  • Cert prep: certified entry-level python programmer (pcep-30-02)

  • Python data structures and algorithms

  • Software engineer certificate

  • Cert prep: certified entry-level python programmer

  • Career essentials in generative ai by microsoft and linkedin

  • Ethics in the age of generative ai

  • Career essentials in generative ai

  • Openedg python institute: programming with python professional certificate