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satwikmyneni/README.md

Hi, I'm Satwik Myneni 👋

Computer Science undergraduate (2026 grad) with a Minor in Data Science from IIT Guwahati, based in Hyderabad, India. I'm looking for opportunities as a Data Scientist / ML Engineer / Data Engineer.

  • Currently sharpening ML fundamentals and SQL through hands-on, from-scratch implementations
  • Exploring AI agents and agentic workflows on top of LLM/RAG pipelines
  • Ask me about ML concepts, SQL, and applied NLP/LLM/agent projects
  • Reach me via GitHub

Skills

  • Languages & Core: Python, SQL
  • ML/DS: Scikit-learn, Pandas, NumPy, Matplotlib, SHAP, Imbalanced-learn
  • NLP/LLM: Hugging Face Transformers, Sentence Transformers, ChromaDB, RAG pipelines, llm's
  • AI Agents: Agentic workflows, tool-use/orchestration patterns built on top of LLM/RAG pipelines
  • Tools: Streamlit, Excel Power Query, Git/GitHub

Featured Projects

An e-commerce review intelligence app combining sentiment analysis with an LLM/RAG pipeline.

  • Streamlit app with ChromaDB vector store
  • Sentence Transformers (all-MiniLM-L6-v2) embeddings + Groq Llama 3.3 70B for generation
  • Built on a 100k-review subset of the McAuley Amazon Reviews 2023 dataset

Spot the Scam — Fraudulent Job Posting Detector

Built at Anveshan Hackathon 2025 with a teammate.

  • RandomForestClassifier achieving F1 score of 0.9993
  • TF-IDF vectorized text classification on a balanced 17,680-record dataset
  • Interactive Streamlit dashboard with SHAP-based explainability, single input or CSV batch upload

Guardian Echo — Safety Alert App (in development)

Collaborative safety alert app project.

  • Built a Wav2Vec2 scream-detection prototype from scratch
  • Researched voice-assistant architecture (VAD, wake word detection, RNN-T/Conformer ASR) to inform the design
  • Alerts emergency contacts via SMS, call, and live GPS location on distress detection

Pinned Loading

  1. satwikmyneni satwikmyneni Public

    About Me

  2. Amazon-Review-RAG Amazon-Review-RAG Public

    Retrieval-Augmented Generation (RAG) application using ChromaDB, Sentence Transformers, Groq Llama 3.3, and Streamlit for semantic Amazon review analysis.

    Jupyter Notebook

  3. autonomous-data-analyst-agent autonomous-data-analyst-agent Public

    Python

  4. spot-the-scam spot-the-scam Public

    Python

  5. PARUCHURIPROJECTS PARUCHURIPROJECTS Public

    WEBSITE

    TypeScript

  6. vastra vastra Public

    e-commerce website

    TypeScript