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Lost in world of Algorithms and Probabilities
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Lost in world of Algorithms and Probabilities

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GhanshyamPaunikar/README.md
Profile

AI & Data Engineer · Data Scientist · NLP · Computer Vision · Generative AI

Pune, India · Open to roles · 2026

LinkedIn Portfolio Gmail Medium Buy Me A Coffee


About

Pune-based AI & Data practitioner, previously Data Analyst at Sigma AI. I build production-ready systems across NLP, computer vision, generative AI, and MLOps. Not prototypes — things that ship.

3+ Years in production AI     |  95%+ Model accuracy (CV systems)
6  Shipped projects           |  45%  Engagement lift from GenAI characters

🚀 Featured Projects

Project Stack Link
AI NPC — Living Characters · GPT-powered NPCs with real-time voice synthesis, emotional responses & facial animation in Unity GenAI Unity C# ElevenLabs → Repo
Innerbloom AI · Private AI journal with local LLMs, semantic search & emotion tracking — fully on-device LLM RAG LangChain FAISS → Repo
Image Resolution Upscaler · 4× super-resolution via Stable Diffusion x4 with Gradio UI Stable Diffusion PyTorch Gradio → Repo
F1 Race Predictor · XGBoost + ensemble trained on 8 seasons of F1 data, live on Railway XGBoost FastF1 Vue.js Railway → Repo
ASL Sign Language Recogniser · Real-time ASL alphabet recognition via MediaPipe + PyTorch classifier MediaPipe PyTorch OpenCV → Repo
Carbon Trace · AI-powered carbon footprint tracker with ML-driven reduction recommendations Python ML Data In Progress

🛠️ Tech Stack

Languages Python SQL C#

ML / Deep Learning PyTorch TensorFlow Keras Scikit-learn Hugging Face BERT Transformers RAG Reinforcement Learning

Computer Vision / NLP OpenCV YOLO UNet SRGAN MediaPipe CNNs LSTMs NER Sentiment Analysis

Data & Cloud Tableau Power BI Plotly AWS GCP Docker Git A/B Testing

Generative AI ChatGPT API LangChain ElevenLabs Stable Diffusion FAISS LLM Fine-tuning


📜 Certifications

Certification Issuer Verify
Data Science Professional Certificate IBM ↗
Generative AI: Elevate Your Data Science Career IBM ↗
Machine Learning with Python IBM ↗
Responsible Generative AI Specialisation University of Michigan ↗
Elements of AI University of Helsinki ↗
Artificial Intelligence DRDO, Govt. of India —
Supervised ML — Logistic Regression & Naïve Bayes Great Learning ↗
Unsupervised Machine Learning — K-Means Great Learning ↗
Machine Learning with Python — Foundations LinkedIn Learning ↗
SQL for Data Analysis LinkedIn Learning ↗
Data Visualization Kaggle ↗
ML, Data Science & Deep Learning with Python Udemy ↗
Python Programming for Artificial Intelligence Udemy ↗
Artificial Intelligence & AR in Unity + Xcode Udemy ↗

💼 Experience

Data Analyst — Sigma AI (London · Apr 2024 – Present)

  • Improved transcription accuracy by 7% and reduced error rates by 12%
  • Fine-tuned an LLM aligned with internal quality guidelines
  • Automated QA workflows → 30% efficiency boost

Data Scientist — Zummit Info Labs (Remote · Feb 2021 – Oct 2021)

  • UNet-based MRI segmentation model improving cancer detection accuracy by 15%
  • Built preprocessing pipelines (augmentation, normalisation, multi-format ETL)

🎓 Education

MSc Data Science & Artificial Intelligence · University of Liverpool, UK


📊 GitHub Stats

GitHub Stats   Top Languages

GitHub Streak


🤝 Let's Connect

LinkedIn Portfolio

"Data is my playground and I get very creative with it."

Pinned Loading

  1. AI-NPC AI-NPC Public

    Modern AI Applications in Video Gaming This project demonstrates the potential of AI in transforming gaming interactions. Developed as part of the MSc Data Science and Artificial Intelligence progr…

    C#

  2. IBM-Capstone IBM-Capstone Public

    Jupyter Notebook

  3. raunakpatil/ZeulWallpaperApp raunakpatil/ZeulWallpaperApp Public

    Zeul: free, open-source Android wallpaper app. HD & AMOLED wallpapers, community uploads, auto wallpaper changer. Kotlin, Jetpack Compose, Supabase.

    Kotlin 1