About me

I'm a Mechanical Engineering Graduate with a passion for Machine Learning, Software Development, Computational Sciences, and Astronomy. I am a passionate programmer and quick learner. I enjoy working on interdisciplinary projects where I can learn about various domains and expand my knowledge. I have also completed the Google Data Analytics Professional Certification and AWS Developer Associate Certification.

I have experience with
  • -> HuggingFace, ChromaDB, and LangChain for running local LLM pipelines
  • -> TensorFlow, Scikit-learn, and cuML for creating machine learning models
  • -> SciPy, NumPy, and SoapySDR for numerical modelling and signal processing.
  • -> SpringBoot, Flask and FastAPI for creating RESTful server side applications
  • -> PostgreSQL, MySQL and MongoDB for database applications
  • -> EC2, SageMaker and S3 on AWS for hosting web servers and training deep learning models
  • -> OpenFOAM for CFD Simulations with ParaView for Post Processing and Inference.
  • -> MATLAB and Simulink for control systems and Mathematical Modelling
  • -> FreeCAD, Creo, and AutoCAD for CAD modelling and ANSYS Mechanical for FEA.
  • -> WxWidgets for Desktop GUI development.

    • What I do

    • ml icon

      Machine Learning

      Design, Train, Test and Deploy Numeric, CV, NLP, Generative and TimeSeries Models.

    • cfd icon

      CFD Analysis

      Design, Simulate and Analyse Incompressible, Compressible and Turbulent Flow Systems.

    • design icon

      Web Development

      Write RESTful Applications in Python and GoLang using SQL and NoSQL databases.

    • stock icon

      Financial Systems Modelling

      Perform Computational Technical Analysis on Stocks, ETFs and Debt Instruments to infer investment insights.

    Daniel lewis
    quote icon

    Daniel lewis

    Richard was hired to create a corporate identity. We were very pleased with the work done. She has a lot of experience and is very concerned about the needs of client. Lorem ipsum dolor sit amet, ullamcous cididt consectetur adipiscing elit, seds do et eiusmod tempor incididunt ut laborels dolore magnarels alia.

    Resume

    Professional Experience

    1. Innovations Lead

      RSKD Labs Pvt. Ltd.

      Aug 2023 — Present

    2. • Leading a team of 5 designers and developers to build full stack client facing applications with Figma, Vue.js and FastAPI, deployed on AWS.
    3. • Implemented local RAG pipeline and trained vision models on top of YOLOv8 for image processing.
    4. • Built desktop GUI apps with WxWidgets for internal tools.


    5. Research & Development Consultant

      Emsec Pvt. Ltd.

      Aug 2023 — Jan 2024

    6. • Wrote ODE solvers and did signal processing in SciPy to solve real-world problems numerically.
    7. • Designed UI Wireframes and closely monitored the development of the GUI products that interfaced with the numerical solvers.
    8. • Led weekly scrum meetings and wrote internal documentation for the products.


    9. Analyst

      Deloitte USI | Mumbai

      Nov 2022 — Jul 2023

    10. • Helped condense client requirements into a curated list of actionable items for the development team, saving weeks of effort.
    11. • Conducted in-depth analysis of existing Integrated Eligibility Systems (IES) solutions to identify and address inefficiencies through extensive discussions with stakeholders.
    12. • Designed and developed RESTful APIs to convert monolithic IES systems into microservices using SpringBoot.


    13. Data and Technologies Intern

      FinTuple Technologies

      May 2020 — Oct 2020

    14. • Performed web scraping with Selenium to get historical mutual fund data, and performed data preprocessing using Pandas to make the data MS Excel - friendly.
    15. • Designed from ground up and built statistical models to categorize and rank the performance of debt-based funds, working closely with MBA graduates.
    16. • Helped design a MySQL database in the 4th normal form to leverage the dataset and models created for integration into other business applications.


    Education

    1. SASTRA Deemed University

      B. Tech., Mechanical Engineering
      2018 — 2022

      Coursework in Compressible Flow, Systems Modelling, Dynamics and Control, Numerical and Statistical Methods, Industrial Robotics, Electronic and Hybrid Vehicle Design, Production Planning and Control, and Resource Management.

    My skills

    • Languages:
    • Python 3, Java, JavaScript, R, MATLAB, SQL, C, C++, GoLang
    • Tools:
    • Git, GitFlow, Jupyter, Trello, AWS, Tableau, Paraview, MS PowerPoint, MS Excel

    Portfolio