Skip to content
View ShivanshHingve2804's full-sized avatar
💭
open to work
💭
open to work
3 followers · 2 following

Block or report ShivanshHingve2804

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ShivanshHingve2804/README.md

Hi, I'm Shivansh Hingve 👋

LinkedIn HuggingFace Email

🚀 About Me

AI/ML Engineer & Data Analyst | B.Tech CS (AI & ML) @ LNCT University, 2026
📍 Bhopal, India | Open to Remote · India · Web3 / Fintech

I build end-to-end AI systems — from RAG pipelines and LLM fine-tuning to real-time computer vision and BI dashboards. Passionate about blockchain data analytics, on-chain intelligence, and deploying models that solve real problems.

🛠️ Tech Stack

Languages & Data Python SQL Pandas NumPy

AI / ML / Gen AI PyTorch HuggingFace LangChain Scikit--learn OpenCV

BI & Analytics Power BI Excel Alteryx

🔥 Featured Projects

🧠 AI-Powered Document Analysis System (RAG)

Python · LangChain · FAISS · Local LLM · Streamlit
End-to-end RAG pipeline — local LLM + FAISS vector store + semantic search for intelligent PDF Q&A. Achieves >90% relevance on benchmark queries.

📊 Macroeconomic Trend & Volatility Dashboard

Excel · Power BI · Pivot Tables
KPI dashboard analysing 50+ economic indicators (inflation, FX rates, population). Cut manual reporting effort by 40%.

🤖 GPT-2 Fine-Tuning for NLP Tasks

Python · Hugging Face · PyTorch · Transformers
Fine-tuned GPT-2 for text classification & instruction following. F1-score improved ~22% via hyperparameter tuning.

🔒 Face Liveness Detection with Anti-Spoofing

Python · OpenCV · CNN · EAR/MAR
Real-time face recognition + anti-spoofing system. >95% accuracy, 80% reduction in spoofing attacks, 25+ FPS.

📈 GitHub Stats

Shivansh's GitHub Stats Top Languages

🎯 Currently Targeting

Data Analyst · ML Engineer · Web3 / DeFi Analytics

Pinned Loading

  1. binance-skills-hub binance-skills-hub Public

    Forked from binance/binance-skills-hub

    Binance Skills Hub is an open skills marketplace that gives AI agents native access to crypto

    Python

  2. Decade-Wise-Macroeconomic-Trend-Volatility-Analysis-Using-Excel Decade-Wise-Macroeconomic-Trend-Volatility-Analysis-Using-Excel Public

    Analyzed decade-wise inflation, population growth, and exchange rate volatility using Excel; built dashboards and derived insights on long-term economic trends.

  3. Demo-Gpt2-small-Model-with-Instruction-and-Classification-Fine-Tuning Demo-Gpt2-small-Model-with-Instruction-and-Classification-Fine-Tuning Public

    Jupyter Notebook

  4. Face_Liveness_Detection_using_CNN_and_EAR_or_MAR Face_Liveness_Detection_using_CNN_and_EAR_or_MAR Public

    Face Liveness Detection using a combination of Convolutional Neural Networks (CNNs) and geometric ratios like the Eye Aspect Ratio (EAR) or Mouth Aspect Ratio (MAR) is a hybrid approach to distingu…

    Jupyter Notebook

  5. Polymer-property-prediction-model Polymer-property-prediction-model Public

    This AI model accelerates materials discovery by predicting polymer properties from molecular structure. It converts SMILES into graphs and uses a Message Passing Neural Network (MPNN) to simultane…

    Jupyter Notebook