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Shreekanth A Guttedar β€” AI/ML Engineer & Data Scientist

Shreekanth's ID badge

🧬 ABOUT ME

I'm an AI/ML Engineer & Data Scientist based in Bengaluru, India, currently pursuing my MCA in AI/ML & Data Science at S-VYASA Deemed to be University.

  • 🌍 Campus Ambassador, E-Cell IIT Bombay β€” Operating Fully Remote for India's #1-ranked entrepreneurship cell
  • 🌱 Deepening MY Expertise in LLM fine-tuning (LoRA), RAG pipelines, and Agentic AI Workflows
  • πŸ† 1st Place, eMudhra Hackathon 2026 β€” β‚Ή1,00,000 prize against 104 competing teams, 1 of just 19 shortlisted (Team Prakriti)
  • 🧠 Fascinated BY THE intersection of ** AI/ML AND DATA SCIENCE** β€” explainable models that reason the way living systems do
  • πŸ’¬ ASK ME ABOUT ML PIPELINES, COMPUTER VISION, or TURNING A RESEARCH IDEA INTO a DEPLOYABLE SYSTEM
  • πŸ“« REACH ME AT shreekanthashokg@gmail.com

🧭 TECH STACK

LANGUAGES & CORE
Python R C SQL HTML5 JavaScript

AI / ML / DEEP LEARNING
PyTorch TensorFlow scikit--learn Keras OpenCV MediaPipe Pandas NumPy MLflow

BACKEND, WEB & CLOUD
FastAPI Flask React Streamlit AWS Google Cloud Vercel

GENERATIVE AI & LLM TOLLING
Hugging Face LangChain XGBoost Prompt Engineering

DATA, TOOLS & TESTING
Power BI Tableau MySQL SQLite Docker Kubernetes Git GitHub Actions Selenium Cypress Figma


πŸŽ“ EDUCATION

MCA β€” AI/ML & DATA SCIENCE SPECIALIZATIONS
S-VYASA Deemed to be University, Bengaluru
CGPA: 10 / 10
3RD Semester Β· 2027 Batch

BSC
Gulbarga University
CGPA: 8.2 / 10

πŸŽ“ Selected for CUET PG 2026 β€” M.Sc. Data Science & Bio-AI, Digital University Kerala

CERTIFICATIONS

  • πŸ… Cambridge CIQ β€” Python for DS & ML, 100/100
  • πŸ… Infosys Springboard β€” Data Science with Python
  • πŸ… Deloitte β€” Data Analytics Simulation (Forage)
  • πŸ… ICAC β€” ML Training, Codec Technologies
  • πŸ… HP Foundation β€” DATA SCIENCE & Analytics

πŸ’Ό EXPERIENCE

πŸ“Š DATA SCIENCE INTERN β€” CodSoft
ISO 9001:2015 Certified Β· Feb–Mar 2026
Applied Python-based EDA, feature engineering, classification, and regression to real-world datasets.

πŸ€– MACHINE LEARNING INTERN β€” Codec Technologies
ICAC Recognized Β· Feb 2026
Implemented ML algorithms for complex technical challenges; awarded a Letter of Recommendation for technical excellence.

🌍 Campus Ambassador β€” E-Cell, IIT Bombay
Fully Remote Β· June 2026 – Present
Representing India's #1-ranked entrepreneurship cell, coordinating programs independently in a fully remote capacity.

πŸ† 1st PLACE WINNER β€” eMudhra HACKTHON 2026
Team Prakriti Β· eMudhra Campus, Bengaluru Β· July 2026
Won β‚Ή1,00,000 first prize against 104 competing teams β€” one of 19 shortlisted from the preliminary round, evaluated by eMudhra's engineering leadership.


πŸš€ FEATURED PROJECTS

End-to-end supervised ML pipeline benchmarking KNN, Logistic Regression, and Naive Bayes for binary loan-approval classification, with full EDA and feature engineering.
⭐ 9 stars
Python scikit-learn Classification

Customer segmentation analysis for an e-commerce platform, clustering shopper behavior to drive targeted marketing strategy.
⭐ 6 stars
Python Clustering EDA

AI/ML pipeline for price prediction using Random Forest, with feature engineering, cross-validation, and a deployable exported model achieving RΒ² = 0.917.
⭐ 4 stars
Python Random Forest MLOps

A computer vision journey with OpenCV and YOLO, including work from a 5-day offline workshop by Innomatics Research Labs and a real-time face-recognition attendance system.
Python OpenCV YOLO

Five data science projects completed during a virtual CodSoft internship, spanning classification, regression, and exploratory analysis.
⭐ 4 stars
Python Data Science


πŸ› οΈ BUILDING LIVE AI/ML PROJECTS / APPS β€” & DEPLOYMENT is Under Construction

πŸ“Š GitHub Stats & Graphs

GitHub Stats Top Languages



GitHub Streak



Contribution activity graph



Trophies



🐍 THE SNAKE THAT EATS MY CONTRIBUTIONS

Contribution snake

πŸ“« LET'S CONNECT

Email LinkedIn GitHub YouTube Instagram



Profile views



⚑ ENGINEERING INTELLIGENT SYSTEMS, ONE EXPERIMENT AT A TIME.

Pinned Loading

  1. loan-approval-predictor loan-approval-predictor Public

    Built an end to end supervises ML pipeline using KNN, Logistic Regression and Naive Bayes to predict loan approval. Implemented Binary classification along with EDA , feature engineering and model …

    9

  2. smartcart-customer-segmentation-analysis smartcart-customer-segmentation-analysis Public

    Customer segmentation project for e-commerce

    Python 6

  3. Price-Predictor-ML-Pipeline Price-Predictor-ML-Pipeline Public

    [Mini Project] AIML pipeline for price prediction using Random Forest. Feature engineering + cross-validation + model export. RΒ²=0.917.

    Python 4

  4. Data-Science-Internship-Projects-CodSoft- Data-Science-Internship-Projects-CodSoft- Public

    " 5 data science projects completed during my virtual CodSoft internship"

    Python 4

  5. AI-Computer-Vision-Projects AI-Computer-Vision-Projects Public

    My Computer Vision journey using Python, OpenCV, and YOLO. Includes hands-on projects from 5-Day Offline Workshop by Innomatics Research Labs (July 2026) + real-time applications like Face Attendan…

    Jupyter Notebook

  6. RiskGraph-AI-Agentic-Payment-Fraud-Detection-Platform RiskGraph-AI-Agentic-Payment-Fraud-Detection-Platform Public

    RiskGraph AI β€”Explainable, Agentic Fraud Risk Platform for Payments | Built for Razorpay AI Buildathon 2026

    Python 1