Hey! I'm Shubham Kumar
I'm currently a B.Tech Student & Researcher @ IIIT Naya Raipur. I specialize in
Natural Language Processing and Deep Learning.
From Samastipur, Bihar.
🎓 Education
B.Tech in Electronics and Communication Engineering
Aug 2024 – Present
International Institute Of Information Technology Naya Raipur
Current Semester: 4th | CGPA: 8.32/10.0
Relevant Coursework: Data Structures, Python Programming, Probability & Statistics, Linear Algebra.
Relevant Coursework: Data Structures, Python Programming, Probability & Statistics, Linear Algebra.
💼 Experience
Undergraduate Researcher (Advisor: Dr. Aruna
Shukla)
July 2025 – Present
Low-Resource Neural Machine Translation (NMT)
- Curated and aligned a parallel dataset for a Himachali dialect using custom regex pipelines.
- Compared Baseline Transformer vs NLLB-200 and M2M-100 architectures.
- Performed hyperparameter optimization and benchmarking (BLEU, chrF, TER).
- Authored research paper for LoResMT 2026.
🛠️ Technical Skills
Languages: Python, C++, SQL
NLP & AI: Hugging Face Transformers, PyTorch, Spacy, NLTK, Regex (Text Extraction)
Concepts: NMT, LLM Fine-tuning, Tokenization, Model Evaluation, Optimization
Tools: Git, Google Colab Pro, LaTeX, Graphviz
Web & APIs: Flask, REST APIs,
HTML/CSS
⭐ Featured Projects
View All Projects →
Himachaliverse
Mobile application for digitizing local languages with NMT integration (English -> Himachali).
Cerebellum
AI Multiplayer Pictionary-style game with real-time scoring.
CNC Pen Plotter
Hardware-software system to replicate handwriting using CNC mechanics.