Peesari Sathvik Reddy

01 - About

Who I Am

I am an Artificial Intelligence & Machine Learning undergraduate at Chaitanya Bharathi Institute of Technology (CBIT) with a strong interest in building intelligent systems, full-stack applications, and research-driven solutions that solve real-world problems.

My journey in technology began with curiosity and has evolved into a passion for transforming ideas into impactful products. Over the years, I have worked on projects spanning machine learning, computer vision, natural language processing, and web development.

"Bide your time. Hide your strength."

To me, it is a reminder to focus on preparation, continuous improvement, and letting results speak louder than words. Beyond academics, I lead teams and organize technical initiatives as Vice President of the Robotics & Innovation Club at CBIT.

When I'm not building or researching, I write on Medium - stories about technology, health, and the quieter parts of personal growth.

04 - Projects

Things I've Built

AIML

Zenvia Fashion AI System

Intelligent fashion platform with size estimation using MediaPipe Pose, color analysis with ResNet50, virtual wardrobe, and weather-based outfit suggestions.

Paper presented at ICAIATI-2025 (under publication)

PythonFlaskMLMediaPipe

GitHub

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Zenvia - Key Highlights

MediaPipe Pose for body measurement estimation
ResNet50 for color palette analysis
Real-time weather API for outfit suggestions
Virtual wardrobe with outfit history
Research published at ICAIATI-2025

GitHub

AIML

RAY - Resume-based Application Yield

A resume-based job opportunity discovery platform that matches resumes to real job openings using NLP-based relevance scoring. Features job freshness indicators, skill insights, and saved jobs.

PythonStreamlitNLPscikit-learn

Live Demo GitHub

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RAY - Key Highlights

NLP-powered resume-to-job matching
Freshness indicator for job postings
Skill gap analysis per listing
Save & track applied jobs
Deployed on Streamlit Cloud

Live Demo GitHub

AIML

PathVQA - Medical VQA

Multimodal VQA for pathology images using CNN encoders, attention mechanisms, and bilinear fusion - achieved 60.39% exact-match accuracy.

PyTorchCNNsAttentionMultimodal AI

GitHub

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PathVQA - Key Highlights

CNN encoder for pathology image features
Attention mechanisms for focus regions
Bilinear fusion of visual + text modalities
60.39% exact-match accuracy on PathVQA dataset
Built with PyTorch end-to-end

GitHub

SDE

SETHU - Campus Management Platform

Role-based campus management for CBIT - timetable, exams, almanac, AI study planner, requests/approvals, notifications. Built with Next.js, Supabase, FastAPI.

Next.jsSupabaseFastAPIMistral AI

Live GitHub

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SETHU - Highlights

4 roles: Student, Faculty, HOD, Admin
Timetable / exam / almanac with PDF import (OCR + Mistral)
AI study planner based on schedule & annotations
Request workflows with auto-generated PDFs
Row-Level Security + audit log

Live GitHub

SDE

CONTINUUM - Healthcare Continuity

Offline-first healthcare platform - patients maintain a portable health record, share with doctors, async consultations, live video calls, and automatic sync.

ReactNode.jsMongoDBWebRTCDexie

Live GitHub

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CONTINUUM - Highlights

Health timeline - conditions, meds, consultations
Async voice-based consultations
Live WebRTC video calls with recording
Offline-first (IndexedDB) with automatic sync
Doctor dashboards & analytics

Live GitHub

AIML

Hindi News Classification

End-to-end system to classify Hindi news headlines using fine-tuned IndicBERTv2. Features OCR, web scraping, and a Flask web interface.

FlaskIndicBERTEasyOCRBeautifulSoup

Live Demo GitHub

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Hindi News - Highlights

Fine-tuned IndicBERTv2 (79.57% accuracy)
Live scraping from 4 major Hindi news sites
OCR extraction from images/PDFs
Confidence-based predictions
Deployed on Hugging Face Spaces

Live Demo GitHub

Data Science

Telecom Churn Analysis

Predicted customer churn for 7,043 telecom customers using RandomForest. Optimized decision threshold for business ROI (₹161,500) rather than accuracy.

PythonRandomForestscikit-learnPandas

GitHub

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Telecom Churn - Highlights

82.4% recall, 861 at-risk customers identified
Threshold tuned for ROI (0.45 vs default 0.5)
Top churn drivers: new customers, tenure, tech support
Net business value: ₹161,500
Actionable risk segments with budget

GitHub

Data Science

Olist E-Commerce Analytics

End-to-end analytics pipeline on 100k+ Brazilian orders. SQL queries and a Power BI executive dashboard answering key business questions.

SQLMySQLPower BIPython

GitHub

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Olist - Highlights

97% orders delivered successfully
Top categories: Health & Beauty, Watches
Late deliveries drop ratings from 4.29 to 1.86
Repeat purchase rate only 3%
Power BI dashboard with 3 pages

GitHub

SDE

Syncpad - Collaborative Interview Platform

Real-time collaborative coding platform with live editing, audio/video, quiz system, and resume analyzer. Built in 24h hackathon - Special Mention among 500 teams.

ReactNodeLiveblocksWebRTCMongoDB

GitHub

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Syncpad - Highlights

Collaborative code editor (Liveblocks + Monaco)
Audio/video via LiveKit WebRTC
Quiz module & daily gamified quiz
Resume analyzer with Mistral AI
Special Mention - CBIT Hacktoberfest 2025

GitHub

AIML

EngiQuery - AI Document Agent

AI agent for technical document analysis - upload manuals, ask questions, compare specs, detect contradictions, and email reports. Uses Groq LLM + ChromaDB.

FastAPIGroqChromaDBsentence-transformers

GitHub

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EngiQuery - Highlights

Multi-document Q&A with citations
Cross-document comparison & contradiction detection
Compliance gap checking
Agent loop with tool selection
Email reports via Gmail

GitHub

Peesari Sathvik Reddy

Who I Am

Interests

Currently Building

Academic Journey

St. Paul's High School

Sri Chaitanya Junior College

Chaitanya Bharathi Institute of Technology

Technical Skills

Languages

Frameworks & Libraries

Machine Learning

Tools & Technologies

Things I've Built

Zenvia Fashion AI System

Zenvia - Key Highlights

RAY - Resume-based Application Yield

RAY - Key Highlights

PathVQA - Medical VQA

PathVQA - Key Highlights

SETHU - Campus Management Platform

SETHU - Highlights

CONTINUUM - Healthcare Continuity

CONTINUUM - Highlights

Hindi News Classification

Hindi News - Highlights

Telecom Churn Analysis

Telecom Churn - Highlights

Olist E-Commerce Analytics

Olist - Highlights

Syncpad - Collaborative Interview Platform

Syncpad - Highlights

EngiQuery - AI Document Agent

EngiQuery - Highlights

On Medium

The Third Attempt Was Different: How I Got Myself Back After Losing 30 kg

Credentials

AWS Certified Cloud Practitioner

Salesforce Certified Agentforce Specialist

Beyond the Keyboard

Vice President

3rd Place - HackWeek 2026

Special Mention

NCC Junior Cadet

Let's Connect