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soodkunal/README.md

👋 Hi, I'm Kunal Sood

Data Scientist · Machine Learning · Deep Learning · Computer Vision

I’m a Data Scientist specializing in machine learning, deep learning, and computer vision.
I enjoy turning messy, high-dimensional data into clear insights and robust models that create measurable real-world impact.


🧠 What I Do

  • Design end-to-end ML workflows – from data collection and cleaning to training, evaluation, and reporting
  • Build and experiment with deep learning models for vision and sequence tasks
  • Analyze results, communicate insights, and align solutions with product and business goals

🛠 Tech Stack

Core: Python, C/C++, Bash
Data & ML: NumPy, Pandas, SciPy, Scikit-learn, StatsModels
Deep Learning & CV: TensorFlow, Keras, PyTorch, OpenCV, Scikit-Image
Visualization: Matplotlib, Seaborn
Data & Cloud: MySQL, BigQuery, Google Compute Engine, Cloud Storage
Tools: Git/GitHub/GitLab, Jupyter, Linux
Also: Program & product thinking, stakeholder communication, technical writing, community building


🚀 Featured Projects

🧩 InterviewJinni – AI Interview Platform

AI-driven mock interview platform that provides real-time analytics, structured feedback, and performance tracking across sessions.
LLM · NLP · Analytics · Python


📚 GuruJi – Rapid MOOC Generator (Patent Filed)

Rapid course creation tool that reduces MOOC development time from days to minutes using automated content generation aligned with curricula.
Content AI · NLP · Python · Bash · EdTech


🤖 ShineMate – Intelligent Cleaning Robot (Design Patent)

POC for an autonomous cleaning robot with navigation, obstacle detection, and air-quality monitoring using sensor fusion and CV techniques.
Computer Vision · Robotics · Python


🌳 FoliageAI & BCG Data Science Simulation

  • FoliageAI: Tree species classifier achieving 98% accuracy on curated data
  • BCG Simulation: Churn prediction pipeline using Random Forest, reaching 85% accuracy with strong feature engineering
    Classification · Random Forest · Model Evaluation · Scikit-learn

💼 Experience

Data Scientist Intern · DRDO, New Delhi
Aug 2025 – Present

  • Engineering adversarial neural networks (TensorFlow/PyTorch) to strengthen encryption robustness
  • Analyzing cipher-text and plain-text datasets to discover security patterns
  • Optimizing encoder–decoder–attacker architectures with custom loss functions

Machine Learning Engineer (Part-Time) · Omdena (Remote)
Jan 2025 – Apr 2025

  • Built ML components for CarbonAgents, an AI-powered carbon management solution helping SMEs understand and reduce their carbon footprint
  • Aggregated & preprocessed 60k+ multi-source sign language samples (images, videos, landmarks)
  • Trained CNN & LSTM models, boosting accuracy from 75% → 94% on a refined dataset
  • Designed NLP preprocessing pipelines for real-time sentiment and text understanding

Research Intern · Globus Eight, Gurugram
Jul 2024 – Aug 2024

  • Researched ethical deepfake applications and constructive use-cases
  • Developed lip-sync and audio–video sync models for realistic talking avatars

🎓 Education

B.Tech – Computer Science & Engineering (AI & ML)
Shri Vishwakarma Skill University, Haryana · CGPA: 8.5/10

Relevant coursework: OOP, DSA, Databases, Machine Learning, Deep Learning, Data Analytics, Quantum Computing


📜 Certifications

  • Machine Learning Specialization — Coursera
  • Neural Networks and Deep Learning — Coursera
  • Improving Deep Neural Networks (Hyperparameters, Regularization & Optimization) — Coursera
  • Structuring Machine Learning Projects — Coursera
  • SQL for Data Science — Coursera
  • Machine Learning 101 with Scikit-learn & StatsModels — Udemy
  • 100 Days of Code: The Complete Python Pro Bootcamp — Udemy

🏅 Highlights & Leadership

  • Presented AI projects (GuruJi, ShineMate, InterviewJinni) to the Hon’ble Governor and Hon’ble Chief Minister of Haryana
  • Contributed insights to the Haryana State Budget 2025–26, focusing on technology-led governance
  • Founded and led GDG on Campus (GDGoC SVSU), organizing AI and Google tech workshops, talks, and hackathons

📬 Let’s Connect

Open to Data Scientist / ML roles, research collaborations, and impactful AI projects.

Pinned Loading

  1. Airplane-Price-Prediction-regressionanalysis Airplane-Price-Prediction-regressionanalysis Public

    Jupyter Notebook

  2. beverges-sales-prediction beverges-sales-prediction Public

    Analyze Regional Preferences, Seasonal Trends, and Pricing Strategies in Wholesale

    Jupyter Notebook

  3. interview_jinni interview_jinni Public

    TypeScript

  4. mcqgen mcqgen Public

    Jupyter Notebook

  5. plantspeciesd8on plantspeciesd8on Public

    A web application to detect plant species

    Jupyter Notebook

  6. video-retalking video-retalking Public

    Python