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Kritika Mandale
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Welcome

Hey, it'sKritika Mandale

Web and AI developer

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What I Build

A breakdown of the domains I work across and the kind of problems I enjoy solving.

Kritika
Mandale

Web and AI Developer

Selected work
Skinest
SkinestMilap
MilapSnapVerdict
SnapVerdictSecureID
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Kritika Mandale

Nagpur, Maharashtra

21.1458° N, 79.0882° E · GMT+5:30

Open to remote & on-site roles
Available for hackathons & collabs

Full-stack AI development.

Apps, websites, and automations — built to survive contact with real users.

Next.jsReactJavaScriptSQLPythonCSSGitHub
Open to hackathons and collaboration

Active hackathon competitor with 4+ wins, always down to team up on a bold idea and ship it fast.

Let's connect

Find me across the web & reach out anytime.

My Portfolio

My Projects

Engineering intelligent systems at the intersection of AI, Full-Stack, and High-Performance Web.

✦ Featured
SKINEST
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SKINEST

DERMATOLOGIST-GRADE SKINCARE AI

AI-powered skin analysis, personalized for Indian skin tones and conditions.

KEY FEATURES:
Live Camera Skin Scanning
Smart Product Recommendations
Dermatologist Review Queue
Privacy-first Image Handling
PROBLEMIndian users lack accessible, clinically accurate skincare guidance tailored to their skin tones and conditions.
APPROACHTensorFlow.js + FastAPI + OpenCV, with an AI engine matching skin conditions to real products.
OUTCOMEEnd-to-end platform with 10,000+ analyses, 95% accuracy, and dermatologist-verified results.
Next.js 14FastAPITensorFlow.jsPostgreSQL
Built for D2C beauty brands & dermatology clinics, personalized skincare at scale, reduced consultation costs.
↗ View on GitHub↗ Live Demo
✦ Featured
OFFROAD SEGMENTATION
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OFFROAD SEGMENTATION

AUTONOMOUS TERRAIN SEGMENTATION

Hackathon-winning glassmorphic UI for real-time offroad terrain segmentation.

KEY FEATURES:
Photo, Video & Webcam Input
Real-Time Terrain Segmentation
Traversability Map Generation
Automated Safety Scoring
PROBLEMAutonomous agents struggle navigating unstructured terrain without lanes.
APPROACHTrain a custom segmentation model paired with an interactive visualization UI.
OUTCOMEHackathon-winning prototype offering instant terrain hazard assessment.
PyTorchSMPAlbumentationsGemini APIPython
Built for autonomous vehicle & defence tech teams, faster terrain mapping, accelerated training.
↗ View on GitHub↗ Live Demo
✦ Featured
MILAP
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MILAP

AI-POWERED SMART EVENT PLATFORM

AI-powered event platform connecting hosts with 10,000+ verified vendors across India.

KEY FEATURES:
Pichwai-Inspired Design
AI Event Planning Assistant
Advanced Vendor Discovery & Filters
Guest & RSVP Management
PROBLEMLuxury event planning in India is fragmented, no single platform connects verified premium vendors with discerning hosts.
APPROACHNext.js 15, AI planning assistant, and a Pichwai-inspired design.
OUTCOME50,000+ events planned, 4.9/5 rating, 2,400+ reviews, and 10,000+ verified vendors onboarded.
Next.js 15TypeScriptGroq AIFramer MotionPrismaTailwind CSS
Built for wedding planners & luxury hosts, faster vendor sourcing, AI-guided budgeting.
↗ View on GitHub↗ Live Demo
✦ Featured
SNAPVERDICT
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SNAPVERDICT

MULTI-MODAL EVIDENCE REVIEW

Automated visual review system for damage claims across cars, laptops, and packages using Google Gemini Vision API.

KEY FEATURES:
Gemini 2.5 Flash Vision Analysis
History-based Risk Assessment
FastAPI Backend Pipeline
API Key Quota Management
PROBLEMManual damage claim verification is slow, expensive, and subject to inconsistent standards.
APPROACHMulti-stage pipeline merging deterministic evidence gates with Gemini 2.5 Flash visual inspection.
OUTCOMEAutomated verification processing claims in under 10 seconds across 4 evidence stages and 3 claim categories, with structured, auditable outputs.
PythonFastAPIGemini APIPandas
BUILT FOR:Insurers | Warranty Providers | E-Commerce & Logistics | Rental & Leasing
BUSINESS VALUE:Reduces manual review time, identifies risky claims, and ensures consistent evidence.
↗ View on GitHub↗ Live Demo
Civicsense
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Civicsense

AI PUBLIC TRIAGE

Automated public grievance triaging system using Natural Language Processing to instantly categorize and route complaints.

KEY FEATURES:
Automated NLP Triage
Instant Department Routing
Public Tracking Dashboards
Secure Government Portal
PROBLEMCitizen complaints are misrouted and delayed due to manual government triaging.
APPROACHAutomated NLP system that classifies, prioritizes, and routes grievances by text context.
OUTCOMESignificantly reduces manual effort and improves public tracking transparency.
PythonNLPFull-StackMachine Learning
BUILT FOR:Government Bodies | Municipal Corporations | Enterprise HR
BUSINESS VALUE:Cuts complaint resolution time and improves citizen trust.
↗ Live Demo
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What I bring

The person behind the code

2+Years Coding
10+Projects Built
4+Hackathon Wins
📍 Nagpur · Open to opportunities

I enjoy building intelligent web applications that combine AI with seamless user experiences. My focus is on end-to-end product development, from fine-tuning ML models to deploying scalable web interfaces that solve real workflow challenges. Whether it’s a startup, a business, or a hackathon team, I build things that work and ship fast. Open to internships, freelancing and collaborative AI product builds.

LLMs & GenAIFull Stack DevML EngineeringReact/NodePython
Work with me
View Resume ↗

Proven under pressure

From Openpools to NASA Space Apps, I thrive in high-stakes environments and deliver winning solutions under tight deadlines.

AI-first thinking

I architect intelligent systems, leveraging LLMs and ML models to solve real-world problems, not just write code.

Community builder

Co-coordinating HackronyX and leading student tech communities taught me that the best innovations come from collaboration.

End-to-end ownership

I close the full loop, from fine-tuning ML models to deploying scalable web interfaces that users love.

Career

Work Experience

My professional journey — the roles, companies, and impact I've made along the way.

AI/ML Intern

Mar 2026 – Present
Matverse Vision Pvt. Ltd.Internship

Worked on FasalMitra, an AI-powered irrigation decision support system for Indian smallholder farmers. Acted as a researcher focusing on data integration, ideation, parameter finding, and data analysis.

  • Engineered a 7-stage AI irrigation advisory pipeline integrating CHIRPS, ERA5, SMAP, Random Forests, and PINNs
  • Delivered 97.1% accuracy, 98.9% precision, and a 0.984 F1-score for irrigation alert prediction.
Physics-Informed AIData IntegrationResearchMachine LearningPINN

Full Stack Project Intern

Aug 2025 – Jan 2026
Trust Fintech LimitedInternship

Developed and deployed full-stack web modules as part of a fintech engineering team. Collaborated with senior developers to build responsive websites.

  • Engineered a face authentication module using Python, automating identity verification and cutting review time by 40%.
  • Architected and deployed an end-to-end KYC verification pipeline using SQL for secure data storage, retrieval, and compliance management, reducing manual processing effort by 35%.
PythonSQL ServerFace AuthenticationJavaScriptHTML/CSS

Student Career Development Coordinator

Jan 2025 – Present
SVPCETOn-site

Acting as the primary point of contact between students and the Career Development Centre.

  • Facilitated communication and professional opportunities for the student body.
  • Led coordination across student groups and faculty to align career initiatives with placement goals.
  • Organized and drove outreach for career development sessions and workshops.
LeadershipManagementCommunicationCareer CounselingStakeholder CoordinationMentorshipTeam Coordination

Co-Coordinator

Mar 2025 – Jul 2025
HackronyXEvent Management

Co-coordinated a National-level hackathon initiative.

  • Managed end-to-end event operations over a 5-month preparation cycle.
  • Led teams and coordinated a successful technical event, with over 250+ participants from all over India.
Team LeadershipCoordinationEvent ManagementSponsor RelationsLogistics Planning
Technologies

My Stack

Tools and technologies I work with across the full product lifecycle.

Frontend

React
Next.js
TypeScript
JavaScript
Tailwind CSS
CSS / SCSS

Backend

Node.js
REST API
Postman

Databases & DevOps

Docker
PostgreSQL

AI / ML

Python
TensorFlow
PyTorch
Keras
Scikit-Learn
NLP
Streamlit

Languages

C / C++
SQL

Developer Tools

Git
GitHub
Figma
VS Code
Linux

Let's Build Something
Smart Together

Available for projects, internships, and collaborative AI product development. I respond within 24 hours.