Ravishankar Kurma in a navy suit and tie
Portfolio

Projects, experience and skills

What I've built and where I've worked: SQL, Power BI and Python on real business data, plus AI and machine learning projects from my degrees.

4 projects3 roles4 certifications
Skills

What I can do, with proof

Every skill links to the project or job where I used it.

How I work
Stakeholder communicationRequirements gatheringData storytellingKPI reportingDashboard automationEDA
My work

Projects I've built

Python · SQL · Power BI
25,000+textile sales records

Retail sales analysis

  • Built an ETL pipeline that improved data quality by 32% through deduplication, type checks and missing-value handling.
  • Wrote the SQL behind KPIs on revenue, category performance and seasonal demand.
  • Automated the Power BI dashboard refresh, cutting manual reporting effort by 60%.
PythonSQLPower BIETL
Python · Pydantic · FastAPI
0ways for feed content to change the agent's actions

Warehouse feed agent

  • Reads warehouse updates over HTTP (JSON, JSONL or CSV) and commits, rejects or quarantines each one.
  • A fixed 8-stage pipeline: sanitise, scan for injected instructions, validate, replay check, reference lookup, business rules, state check.
  • Every decision goes into a hash-chained audit log that can be verified later. Runs fully offline; the AI classifier is optional.
PythonPydanticFastAPIpytest
GitHub
scikit-learn · React · FastAPI
K-meansclustering + LLM explanations

AI career guidance system

  • Grouped users with K-means clustering on psychometric assessment data.
  • Added LLM-written explanations on top of each cluster so every user gets a report they can understand.
Pythonscikit-learnReactFastAPI
Python · CNN
90.2%accuracy · F1 0.89

Alzheimer's disease prediction

  • Built and validated a convolutional neural network on an MRI dataset.
  • Controlled overfitting with augmentation, class balancing and cross-validation.
Pythonscikit-learnCNN
Experience

Where I've worked

  1. Sep 2025 – Dec 2025AUDIOE · edtech startup, WE Hub

    Team Lead, Product and Data

    • Defined engagement metrics for a 25-user product pilot, then collected and analysed usage and feedback data (about 80% positive engagement).
    • Turned the pilot findings into recommendations that shaped the product direction and an accelerator application.
    • Coordinated a 10-person team across requirements, timelines and communication.
  2. Apr 2025 – Sep 2025Morepen Proprietary Drug Research

    Human Resources Analyst Intern

    • Cleaned and analysed recruitment data in Excel and SQL, fixing inconsistencies that were distorting hiring reports.
    • Built dashboards tracking hiring KPIs across departments, including R&D, giving managers one view of pipeline and time-to-fill.
    • Used generative AI and prompt engineering to speed up the weekly hiring reports.
  3. Jan 2025 – Mar 2025Qriocity · freelance

    Data and Analytics Technical Content Writer

    • Wrote tutorials on SQL analytics, Python data analysis and statistics, each with reproducible code and outputs.
    • Covered data modelling, query optimisation and EDA, and checked every query and result before publishing.
Education

Study

  1. Jan 2026 – presentUniversity of Hertfordshire, UK

    MSc Artificial Intelligence and Robotics

  2. Dec 2021 – Apr 2025CMR Technical Campus, Hyderabad

    B.Tech Artificial Intelligence and Machine Learning

Certifications
  • CERTData Analysis with PythonfreeCodeCamp
  • CERTGoogle Cloud Data Analyst TrackGoogle Cloud
  • CERTMicrosoft Power BIIIT Madras
  • CERTMachine Learning with PythonfreeCodeCamp
Recognition
  • 2023Smart India Hackathon, finalistIoT lighting solution
  • 2023Technovanza 3.0 awardSmart city innovation
  • 2024WE Hub recognitionAUDIOE proof of concept