Job Platform
Diaspora Job Marketplace
Launched a production job platform with JWT auth, OAuth, and payment integration.
- Next.js
- OAuth
- Payments
Hello, I'm
Soumika
</>
I build scalable web applications and delightful digital experiences with code, creativity and a lot of caffeine.
20+Projects
1+Years Experience
1000+Cups of Coffee
∞Passion
Room is sleeping
Tap to wake up the room
About
Nice to meet you
I'm Soumika, a Computer Science student and software engineer who loves turning fuzzy ideas into fast, delightful products. Currently pursuing my B.Tech at IEM Newtown, I specialize in full-stack development, backend systems, and AI/ML. When I'm not shipping code, you'll find me with a warm cup of coffee and a very opinionated cat supervising my commits.
Clean, typed, tested code
Design-minded engineering
Cat-approved commits
Skills
My toolbox
Languages
- Python
- JavaScript
- TypeScript
- Java
- C++
Frontend
- React
- Next.js
- JavaScript
- TypeScript
- HTML
- CSS
- Vite
Backend
- Node.js
- Express
- Django
- FastAPI
- ASP.NET Core
- REST APIs
Databases
- PostgreSQL
- MySQL
- MSSQL
- MongoDB
- VectorDB
DevOps & Operations
- Docker
- Linux
- Windows
- DNS Management
- Domain Routing
- Nginx
- CI/CD
ML & Deep Learning
- GenAI
- LLM
- Agentic AI
- RAG
- Computer Vision
- VectorDB
- Ensemble Learning
- CNN
- U-Net
- MobileNetV2
- DenseNet169
- LSTM
- PyTorch
- TensorFlow
- OpenCV
- NLP
Projects
Things I've built
Web Scraper
BONAP Botanical Scraper & Portal
Architected an automated botanical web scraper and ETL pipeline extracting plant taxonomy, county distribution maps, and morphological data across BONAP, USDA, and GBIF. Powers an interactive plant comparison portal with synonym resolution and AI-generated summaries.
- Python
- Web Scraping
- Express
- Node.js
Computer Vision
DeepTrust Verification API
Engineered an automated degree verification API using OpenCV and Tesseract OCR to cross-verify QR code payloads against academic document text with confidence scoring.
- Python
- OpenCV
- Tesseract OCR
- Computer Vision
Web Platform
Photography UK
Full-stack photography portfolio and event booking platform with dynamic image galleries, client scheduling workflows, and retail merchandise checkout.
- Next.js
- React
- Tailwind CSS
- JavaScript
AI System
Real-Time Video Proctoring
Engineered exam monitoring with WebSocket, OpenCV & MediaPipe for reliable violation detection.
- WebSocket
- OpenCV
- MediaPipe
NLP Tool
AI Resume Parser
Built an NLP parser extracting structured JSON from PDFs; reduced screening time by 8hrs/week.
- Python
- NLP
- JSON
Experience
My journey
Oct 2025 — Present
Software Engineer Intern
PepHub
Engineered 3 full-stack platforms (Next.js, ASP.NET Core, Vite) with fast load times and reliable payments. Managed 3 production deployments.
Jun 2025 — Sep 2025
Software Engineer Intern
Cardiacrhythm (HealthTech)
Built WebSocket real-time ECG streaming infrastructure supporting 200+ concurrent streams with latency reduced to 180ms.
Jan 2025 — Jun 2025
Software Engineer Intern
RevMaxx (HealthTech)
Developed HIPAA-compliant medical transcription backend and built an AI microservice for medical entity extraction using NLP.
Dec 2024 — Dec 2025
Research Engineer Intern
IEDC, UEM Kolkata
Developed brain tumor classification via CNN-LSTM. Architected the "Satyameba" HPC cluster with Ansible automation.
Research
Papers & Publications
Springer AISC SeriesIEEE Co-SponsoredJuly 24–26, 2025
Enhancing Brain Tumor Diagnosis with Ensemble Deep Learning Technique for Improved Accuracy
2nd International Conference on Artificial Intelligence and Sustainable Computing (AISC 2025)
Authors:
Apurba Nandi, Tista Mukherjee, Soumika Das, Nitu Saha, Sayantani Das, Sandip Mandal
Engineered an ensemble deep learning framework combining Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) networks across 3,200+ MRI scans. Evaluated high diagnostic accuracy and robustness for multi-class brain tumor classification while reducing single-model variance.
- 3,200+ MRI Scans
- CNN-LSTM Hybrid
- Ensemble Learning
- Springer AISC
- IEEE Kolkata Section
Volunteering
Giving back & speaking up
First Talk as Speaker
Click to view post on LinkedIn
Google Developer Groups2024 — 2026
Cloud Lead & Speaker
Google Developer Groups on Campus · University of Engineering & Management, Kolkata
Led the Cloud domain on the core team of my university’s Google Developer Group — helping run community sessions and hands-on workshops, and closing out my tenure with my first talk as a speaker.
Talks & events:
First Talk as SpeakerMay 16, 2026In-Person Session
Tech and Adda: Where Tech Meets Conversations
My first session as a speaker — a cloud talk on how apps survive thousands of users, delivered at UEM Kolkata alongside co-speaker Biswajit Chatterjee, GDG IoT Lead. It was also my final event as Cloud Lead.
Oct 14, 2024Virtual Session
UEMK GDG Spotlight
Launch session introducing the new GDG on Campus core team and its domain leads, the chapter’s plans for the year, and an open Q&A with students.
- Tech Speaker
- Google Cloud
- Core Team
- Workshops
- Community Building
Grab my resume
Want the full story? Download my CV for a detailed look at my experience, skills and the projects I'm most proud of.
Download CVContact
