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deephabiswashi/readme.md

Hi, I'm Deep Habiswashi πŸ‘‹

AI / ML Engineer β€’ Software Engineer β€’ Building Intelligent Systems


πŸ‘¨β€πŸ’» About Me

I am a final-year B.Tech student in Electronics & Computer Science Engineering at KIIT University, Bhubaneswar.

My work focuses on building AI systems, real-time machine learning pipelines, generative models, and scalable backend infrastructure.

I enjoy designing end-to-end intelligent systems β€” from model research and training to production deployment.

πŸ’‘ Current Interests

  • Artificial Intelligence
  • Machine Learning Systems
  • Generative AI
  • Natural Language Processing
  • Real-time AI pipelines
  • Backend engineering for ML systems

πŸ‘€ Profile Visitors


🌐 Connect With Me


πŸš€ Tech Stack

Programming Languages

AI / Machine Learning

  • Deep Learning
  • Neural Networks
  • Computer Vision
  • Transfer Learning
  • Generative Adversarial Networks (DCGAN, CGAN, BigGAN, StarGAN)

Natural Language Processing

  • LangChain
  • Ollama
  • OpenAI Whisper
  • spaCy
  • Named Entity Recognition (NER)
  • Retrieval Augmented Generation (RAG)
  • Language Identification
  • AI4Bharat IndicConformer

Data Science

  • NumPy
  • Pandas
  • Feature Engineering
  • Statistical Analysis
  • Model Evaluation

Backend Development

  • Flask
  • REST APIs
  • AJAX
  • Backend Architecture

Databases

  • MongoDB
  • NoSQL
  • Database Design

DevOps & Tools


πŸ€– AI System Architecture

flowchart LR

A[Live Audio Stream]

A --> B(Language Identification)

B --> C{Model Switch}

C -->|English| D[OpenAI Whisper]
C -->|Indic Languages| E[IndicConformer]

D --> F[Transcription]
E --> F

F --> G[spaCy Named Entity Recognition]

G --> H[Translation Pipeline]

H --> I[Live Captions / Output]
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🧠 Key Projects

🌍 Real-Time Multilingual AI Translation System

Tech: Python β€’ Whisper β€’ spaCy β€’ LangChain β€’ IndicConformer

  • Built a real-time AI translation pipeline for live streaming platforms.
  • Integrated Language Identification, ASR, and Neural Translation.
  • Implemented dynamic switching between Whisper and IndicConformer models.
  • Built NER-preserving translation to retain proper nouns across languages.

πŸ”— https://github.com/deephabiswashi/Vasha-AI


πŸ—„ MongoDB Management Platform

Tech: Flask β€’ MongoDB β€’ AJAX β€’ Docker

  • Developed full-stack MongoDB management platform with CRUD operations.
  • Implemented Excel/CSV import-export for large datasets.
  • Built REST API backend with Flask.
  • Containerized system using Docker.

πŸ”— https://github.com/deephabiswashi/mongodb-manager-web-app


🎭 EmotionGANverse β€” Multi-GAN Image Generation Framework

Tech: TensorFlow β€’ OpenCV β€’ GANs

  • Implemented DCGAN, CGAN, BigGAN, StarGAN architectures.
  • Built unified training pipelines for facial emotion synthesis.
  • Trained on FER-2013 dataset (35k+ images).

πŸ“š RAG Conversational Document Chatbot

Tech: LangChain β€’ Ollama β€’ Flask

  • Built chatbot capable of answering questions from PDF, Word, and Excel files.
  • Implemented vector embeddings + RAG pipeline.

🧠 EEG Seizure Detection System

Tech: TensorFlow β€’ CNN β€’ VGG16

  • Developed EEG preprocessing pipeline using wavelet transforms.
  • Built 1D CNN classifier with transfer learning.

πŸ“Œ Featured Projects


πŸ“ˆ Contribution Graph


πŸ”₯ GitHub Streak Stats


🧩 AI / ML Research Focus

  • Generative AI
  • Multilingual AI systems
  • Speech Recognition
  • Machine Learning Infrastructure
  • Real-time AI pipelines
  • LLM applications

πŸ… Certifications & Achievements

  • Google β€” Foundations: Data, Data, Everywhere
  • IBM β€” Generative AI: Introduction & Applications
  • IBM β€” What is Data Science?
  • Microsoft β€” Python & AI Bootcamp
  • Best Project Recognition β€” Kreativity 2.0 Project Expo (KIIT DU)
  • HP Power Lab & Tata Imagination Challenge 2024

🀝 Open to Collaborations

I’m always interested in collaborating on:

  • AI / ML research projects
  • Open-source ML systems
  • Generative AI applications
  • Real-time AI infrastructure

⭐ If you like my work, consider starring my repositories!


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  1. Vasha-AI Vasha-AI Public

    Real-Time AI Speech-to-Speech Translation System supporting Whisper, IndicConformer, Meta NLLB, and IndicTrans2 with LID, spoof detection, and multilingual code-mix handling.

    Python

  2. EmotionGANverse EmotionGANverse Public

    A unified GAN framework featuring DCGAN, CGAN, BigGAN, and StarGAN to generate and transform facial expressions with high fidelity. All models are developed from scratch using Tensorflow

    Jupyter Notebook 2

  3. indic-lid-benchmark indic-lid-benchmark Public

    Benchmarking LID models (Facebook MMS, SpeechBrain ECAPA) on low-resource Indian languages (Assamese, Bengali, Odia). Comparison on IndicVoices, VoxLingua107, and FLEURS.

    Python

  4. mongodb-manager-web-app mongodb-manager-web-app Public

    A user-friendly web application for managing MongoDB databases with Excel/CSV import, document CRUD operations, and user authentication.

    Python

  5. Legal-Document-CaseLaw-Analyzer Legal-Document-CaseLaw-Analyzer Public

    A robust Legal Document & Case Law Analyzer using OCR, Elasticsearch, and Gemma 3 (Ollama). Upload legal documents, extract text, and perform intelligent queries on contracts and case laws. Support…

    Python 6 3

  6. Conversational-FileChatbot Conversational-FileChatbot Public

    A conversational chatbot that processes and answers queries from uploaded PDF, Word, and Excel files. Built with Flask, LangChain, and Ollama, it features a modern UI, theme toggle, and MongoDB log…

    Python 1

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