Home02

Skills

My technical journey spans multiple domains including cloud infrastructure, machine learning, database management, and software engineering.

Cloud

  • Google Cloud Platform (GCP)
  • Amazon Web Services (AWS)
  • Microsoft Azure
  • Firebase
  • DigitalOcean
  • Heroku
  • Cloudflare

Database Management

  • PostgreSQL, Oracle, MariaDB, MySQL, SQLite, SQL Server
  • MongoDB, DuckDB
  • Snowflake, BigQuery, DynamoDB
  • Neo4j
  • Redshift
  • Pinecone, Weaviate, FAISS, ChromaDB

Backend Development

  • REST API - FastAPI
  • Flask, Django, Swagger
  • Node.js
  • GraphQL
  • Docker, Airflow
  • Git, CI/CD
  • Nginx, Apache
  • Elasticsearch, Typesense
  • JupyterHub

Monitoring

  • Tensorboard
  • Weights & Biases
  • Kibana
  • Splunk

Big Data & Distributed Computing

  • Apache Spark, PySpark, Snowpark
  • Hadoop, HDFS
  • Ray, Dask
  • Rapids, CuDF
  • Polars
  • Modin

Deep Learning

  • PyTorch
  • TensorFlow, Keras
  • FastAI
  • OpenCV
  • Transformers, Hugging Face
  • ANN, CNN, RNN, LSTM
  • RBM, VAE

Machine Learning

  • Scikit-Learn
  • XGBoost, LightGBM, CatBoost
  • H2O.ai
  • AutoML - AutoKeras, AutoGluon
  • PyCaret
  • Prophet
  • xAI - SHAP, LIME, ELI5, DiCE
  • TPOT
  • NLTK, SpaCy, TextBlob
  • Word2Vec, GloVe, FastText

Languages

  • Python
  • R
  • SQL, GQL
  • HTML, CSS, JavaScript
  • Bash, LaTeX
  • Mojo.🔥, Julia
  • C++, C#

Computer Vision & Image Processing

  • Image Processing - OpenCV, PIL
  • Contextual Image Classification
  • Object Detection, OCR, Face Recognition
  • Semantic / Instance Segmentation
  • Image Recognition, Generation, Style Transfer, Super Resolution
  • GANs
  • Image QnA, Image Captioning

Natural Language Processing (NLP)

  • Text Preprocessing, Advanced Vectorization, Embeddings
  • Text Classification, Sentiment Analysis
  • Named Entity Recognition
  • Question Answering
  • Machine Translation
  • AI Agents - Chatbots, Conversational AI
  • Topic Modeling

Generative AI - Vision

  • Stable Diffusion Models
  • Kandinsky
  • ControlNet
  • Textual Inversion
  • DALL-E, CLIP, Shap-E
  • DiffEdit
  • DreamBooth
  • ViT

Generative AI - Language

  • OpenAI - GPT-x
  • Closed LLMs - Gemini, Claude
  • Open LLMs - Mistral, LLama{x}
  • Retrieval Augmented Generation (RAG) - Structured/Unstructed, Graph
  • Agent Design - Single, Multi, Zero-Shot
  • One-Shot Learning, Few-Shot Learning
  • Prompt Design, Meta-Learning
  • LangChain, LLamaIndex
  • Vectorization, Embeddings Storage
  • Semantic Search, Similarity & Routing

Data Visualization & BI

  • Matplotlib, Seaborn, Plotly, Bokeh
  • Dash, Streamlit
  • Tableau, PowerBI, Looker
  • Google Data Studio, D3.js
  • Apache Zeppelin, Superset