M

Mohit Songra

initializing portfolio system

Hello! I'm

Mohit Songra

A passionate Full-Stack & ML Developer

STUDENT

Building intelligent systems at the intersection of full-stack development, applied machine learning, and production-ready engineering.

LoungeGet Source

Projects

AI / ML

MediCheck

Bayesian ML-powered symptom checker with real-time health analysis and production-grade Docker deployment.

Impact

Translates uncertain symptoms into explainable probabilistic triage signals.

FastAPI endpoints, Streamlit interface, multi-stage Docker build, non-root container hardening, and GitHub Actions CI/CD.

PythonFastAPIStreamlitScikit-learnDockerGitHub Actions
Code2025
AI / ML

PixelSearch

AI-powered semantic photo retrieval using vision-language models for natural language image search.

Impact

Turns messy image libraries into searchable semantic memory.

CLIP embeddings, FAISS indexing, BLIP-2 captioning, and FaceNet-based facial recognition experiments.

PythonCLIPFAISSBLIP-2FaceNetPyTorch
2025
HackathonWINNER

AI Performance Marketing SaaS

Hackbuild 2.0 winning platform for AI-driven ad campaign optimization, insights, and ROI prediction.

Impact

Converted campaign data into guided decisions for marketers during a hackathon sprint.

Groq-powered insights, campaign analyzer, audience targeting engine, and real-time analytics dashboard.

JavaScriptReactNode.jsGroq APILlama 3
Code2024

India

Mumbai

19.07N 72.87E

Timezone

GMT+5:30

Base

Mumbai, India

About Me

A final-year B.Tech IT student at VIT Mumbai, building at the intersection of full-stack engineering and applied machine learning.

I care about clean architecture, meaningful products, and open-source collaboration. My strongest work sits where APIs, data, ML models, and polished interfaces meet.

"Where tradition meets technology."

Curious about systems, grounded in context, and interested in tools that solve real problems.

"Deep work on efficiency."

Focused on workflows that reduce friction instead of adding shiny complexity.

"Discipline in code."

A bias for clear architecture, practical abstractions, and reliable delivery.

Experience

2023 - 2027

B.Tech Information Technology

VIT Mumbai

Final-year IT student building a project portfolio across full-stack systems, applied ML, AI tooling, and deployment workflows.

GPA 8.5 / 10MumbaiGraduating 2027

2024 - Present

Applied ML + Full-stack Projects

Independent portfolio work

Shipping experiments that combine APIs, retrieval pipelines, product interfaces, and deployable engineering practices.

FastAPINext.jsCLIPDocker

Reach Out

IDEA

Frame the problem and useful output.

PLAN

Turn ambiguity into a shippable path.

AI HELP

Use models where leverage is real.

CODE

Build clean interfaces and reliable APIs.

REVIEW

Check architecture, edge cases, and UX.

TEST

Verify the behavior and deployment shape.

LEARN

Document what changed and improve the next loop.