👁️‍🗨️ About Me 👁️‍🗨️

Profile ver: 星々に触れる者 (One who dreams in constellations)

Username: Sharmila Rapeti
Who-am-I: Hybrid SDE + AI/ML Engineer • ECE @ NIT Silchar
Role: Student • Builder • Researcher • Creative Technologist
OS: Windows 11
Interests: Deep Learning, Full-stack apps, CV/NLP, Space Tech
Pronouns: She / Her
Location: India

Languages: C++, Python, JavaScript, SQL
Current Learning: FastAPI, Next.js, LLMs, Transformers, CV, ML/DL workflows, advanced backend systems

FavSong: Diet Pepsi - Addison Rae
FavConcept: Gen-AI & LLMs
Hobbies: Reading, designing clothes, yoga, anime aesthetics, building intelligent systems with creativity

Experience

🔹 Summer Research Intern — SN BOSE – NIT Silchar (May–July 2025)
MARLINet: Hybrid CNN–GNN Underwater Image Enhancement Model

Designed & trained a CNN-GNN hybrid architecture (UIEB dataset).

Achieved 16.91 dB PSNR & 0.6759 SSIM, outperforming baseline CNN models.

Built patch–graph construction pipeline & complete training workflow.

Wrote and submitted the research paper to a Springer international conference.

Projects

CampusGPT — AI Campus Assistant
Built a full-stack campus AI system with domain login & role-based features.

Chat assistant that learns from user responses & escalates unknown queries.

Tech Stack: React, TypeScript, Tailwind, Node.js, Express, OpenAI API

QuickCV — MERN Resume Builder
4 customizable templates, autosave, LinkedIn import.

Designed secure MongoDB schemas + Express backend (auth + error handling).

Tech Stack: React, CSS, Node.js, Express.js, MongoDB

Spam Mail Detection — ML
Implemented Naive Bayes, SVM, Decision Trees for email classification.

Achieved 99.6% accuracy with optimized preprocessing.

Used NLP vectorization + scikit-learn evaluation pipelines.

Skills

Programming
C++, Python, JavaScript, SQL

Development
DSA, OOP, DBMS, OS, REST APIs, Git/GitHub, Linux, Unit Testing (Basics)

Web / Backend
Node.js, Express.js, FastAPI, Next.js, React.js, HTML/CSS
MySQL, PostgreSQL, MongoDB, ChromaDB

Machine Learning
Supervised & Unsupervised ML, Feature Engineering, Model Evaluation

Deep Learning
CNNs, RNNs, Transformers (Basics), Computer Vision, NLP

Frameworks / Tools
TensorFlow, Keras, Scikit-Learn, NLTK, OpenCV, Pandas, NumPy

🏆 Achievements

Active open-source contributor at GSSoC'25

Solved 500+ problems on LeetCode, GFG, Codeforces

Participated in Tek-Qubit : qualified phase2, SheCodes, Flipkart Grid '24/'25, Walmart Sparkathon, Adobe India, CodeHer

Positions of Responsibility

Head of Publications, Illuminits (English Literature Club)

Social Media Manager, AAVEG

Junior Event Coordinator, E-CELL

GitHub Stats

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