Skip to content
View anshhh1101's full-sized avatar

Block or report anshhh1101

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.

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
anshhh1101/README.md

Anshuman Dev

AI/ML · Data Science · Full-Stack
B.Tech CSE @ KIIT Bhubaneswar · CGPA 8.40 · Batch 2027

LinkedIn GitHub Email

About

I build AI-powered systems — from RAG pipelines and computer vision models to full-stack web apps. Currently in my placement year, targeting AI/ML, Data Science, and SWE roles. I care about shipping things that actually work, not just things that look good on paper.

  • 🏆 Top 50 — Smart India Hackathon 2025
  • 💻 400+ DSA problems solved (LeetCode + GFG)
  • 🎓 Google Data Analytics Professional Certificate · HackerRank SQL · Cisco NetAcad
  • 🎓 Data Science — CodeWithHarry · Power BI — ExcelR

Projects

TRAVELMAiT V2 — AI Travel Planner

Top 50 Smart India Hackathon 2025 · Live: travelmait-v2.vercel.app

Mood-based itinerary generation for offbeat Odisha destinations, group travel matchmaking, and multi-modal transport sorting. Built on a curated dataset of 100 Odisha locations with RAG-powered recommendations.

React Tailwind Flask MongoDB Atlas Groq (LLaMA-3.3-70b) Foursquare API JWT

StudyMind — RAG Teaching Assistant

Live: studymindv2-xi.vercel.app

Upload PDFs and ask questions in natural language. Full RAG pipeline with semantic chunking, HuggingFace embeddings (all-MiniLM-L6-v2), and Groq-powered LLaMA responses. Built end-to-end in 2 days.

FastAPI PostgreSQL React Tailwind Groq (LLaMA) HuggingFace Python

Optic Disc Detection — Retinal Image Segmentation

Comparative study of 4 methodologies for optic disc localization in fundus images — U-Net CNN, K-Means, DBSCAN, and traditional morphological CV. Best result: 92.92% Dice / 87.97% IoU with U-Net.

Method Dice IoU Pixel Accuracy
U-Net CNN 92.92% 87.97% 99.80%
K-Means 85.41% 77.98% 99.34%
DBSCAN 84.34% 76.40% 99.25%
Traditional CV 83.71% 76.83% 98.76%

PyTorch TensorFlow OpenCV Scikit-learn U-Net DBSCAN K-Means

Customer Feedback Sentiment Analysis — NLP + BI

End-to-end sentiment analysis pipeline on customer reviews — preprocessing, feature engineering, classification model, and an interactive Power BI dashboard surfacing actionable business insights.

Python Pandas NLTK Scikit-learn SQL Power BI

DPI Engine — Deep Packet Inspection in Java

A from-scratch deep packet inspection engine covering pcap parsing, TLS SNI extraction, DNS query analysis, and TCP connection tracking. Built as a serious networking systems project for placement prep.

Java Networking TLS pcap TCP DNS SNI

Tech Stack

Languages · Python · Java · JavaScript · SQL · C

AI / ML / Data · PyTorch · TensorFlow · Scikit-learn · Pandas · NumPy · OpenCV · HuggingFace · LangChain · NLTK · Power BI · Tableau

Web & Backend · React · FastAPI · Flask · Node.js · Tailwind CSS

Databases · PostgreSQL · MongoDB · MySQL

Tools · Git · GitHub · Docker · Jupyter · Google Colab · VS Code · Linux

Open to AI/ML, Data Science, and SWE internship opportunities

Pinned Loading

  1. TravelMAiT-V2 TravelMAiT-V2 Public

    AI-powered travel planner for Odisha | Mood-based itineraries, RAG + Groq LLM, Foursquare API | Top 50 Smart India Hackathon 2025

    JavaScript

  2. optic-disc-detection optic-disc-detection Public

    Optic disc segmentation in retinal fundus images | U-Net CNN (92% Dice), K-Means, DBSCAN, traditional CV | Comparative study for glaucoma & diabetic retinopathy detection

    Python

  3. studymind studymind Public

    RAG-based AI teaching assistant | FastAPI, PostgreSQL, Groq (LLaMA), HuggingFace embeddings, React + Tailwind | Ask questions, get explanations from your own study material

    JavaScript

  4. Deep-Packet-Inspection Deep-Packet-Inspection Public

    Deep Packet Inspection engine in Java | TLS SNI extraction, pcap parsing, connection tracking | Built for networking placement prep

    Java

  5. Customer-Feedback-Sentiment-Analysis Customer-Feedback-Sentiment-Analysis Public

    NLP-based customer feedback sentiment analysis | Pandas, NLTK, Scikit-learn, SQL | Interactive Power BI dashboard for business insight visualization

  6. Ocular-Health-Analytics-Dashboard Ocular-Health-Analytics-Dashboard Public

    An end-to-end clinical data engineering and Power BI dashboard solution that automates glaucoma risk detection, achieving a 40% efficiency gain in patient triage.

    Python