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abhisirka2001/README.md

Hi πŸ‘‹, I'm Abhishek Kumar Tiwari

πŸŽ“ Dual Degree (B.Tech + M.Tech) in Metallurgical & Materials Engineering @ IIT Kharagpur (2020-2025)
πŸ”­ AI Developer Intern @ ModelsLab | Computer Vision Intern @ Dewinter Optical | ML Intern @ TheAware.AI
🌱 Skills: TTS Model Training | Audio/Image Processing | LLM Finetuning | Server Development & Deployment
πŸš€ Projects: AI Dubbing API | XTTS V2 Finetuning | Vision-based Blood Cell Segmentation | Text-based Question Generation
🀝 Co-founder: SPARK4AI - Collaborative AI Research Society at IIT Kharagpur
✍️ Current Focus: Building Generative AI, Speech AI, and Advanced Machine Learning Systems
πŸ“« Reach me at: [email protected]


🌟 About SPARK4AI

I co-founded SPARK4AI at IIT Kharagpur to ignite a culture of collaborative research and innovation in Artificial Intelligence.
Our mission is to provide a platform for students and researchers to work together on impactful AI projects, focusing on real-world applications.

Follow my discord server to be a part of my initiative - https://discord.gg/QMcKPdYQ.

Vision:
To establish a world-class research lab in India dedicated to advancing research, innovation, and development in Artificial Intelligence.
I aspire to contribute towards strengthening India's AI ecosystem, nurturing local talent, and building technology solutions that can positively transform industries and society.


πŸ› οΈ Tech Stack

  • Languages: Python | C++ | SQL | ReactJS
  • Libraries/Frameworks: PyTorch | HuggingFace | OpenCV | FastAPI | Celery | Numpy | Librosa
  • Tools: Docker | Git | GitHub | Jupyter Notebook | Android Studio | Google Cloud Platform | Redis | MySQL
  • Domains: Speech Synthesis (TTS), Computer Vision, NLP, Server APIs, Generative AI

πŸ”₯ Notable Projects

  • XTTS V2 Finetuning: Finetuned multilingual TTS models on 14k+ hrs speaker-annotated data
  • AI Dubbing API: Developed transcription β†’ diarization β†’ translation β†’ TTS β†’ audio alignment pipeline
  • WBC Classification: Built WBC type classifier (97% accuracy) using custom YOLOv5 model on 12k cell images
  • Smart Doc Scanner App: Built Android App to extract text from real-time videos using Optical Flow & OCR
  • Kaggle GNSS Challenge: Predicted vehicle coordinates with advanced filtering and geospatial transformations

πŸ† Leadership Roles

  • πŸš€ Co-Founder: SPARK4AI @ IIT Kharagpur (Led 15+ GenAI research projects, hosted national hackathons)
  • 🎯 Hackathon Co-organizer: AI4ICPS AI Hackathon @ IIT Kharagpur (Curated datasets and panelists)
  • 🎑 Head: National Students' Space Challenge 2022 Sponsorship and Marketing (IIT KGP)

πŸ“ˆ GitHub Stats

Abhishek's GitHub Stats

Abhishek's GitHub Streak


πŸ“« Let's Connect!


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  1. YOLOv5 YOLOv5 Public

    Yolov5 implementation on custom dataset

    1

  2. Motion-detection-and-tracking Motion-detection-and-tracking Public

    Python 1

  3. ResNet ResNet Public

    ResNet from Scratch in PyTorch

    Jupyter Notebook 2