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Resume

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EDUCATION

B.Tech, Artificial Intelligence & Data Science

2023 to 2027

K. J. Somaiya School of Engineering, Mumbai, India. Final year. Led a 6-member team at Smart India Hackathon 2025. Top 100 of 2,450+ teams (top 4%) at the ZS Campus Beats Hackathon.

EXPERIENCE

Backend Developer Intern

Sept 2025 to Nov 2025

Makeflow India, Nahur, Mumbai.

  • Built the core session management and conversation flow for Blumy, a WhatsApp-based AI wellness counselor: session initialization, stage-based routing (Concern, Solution, Feedback), and the introduction-to-concern transition, in Node.js.
  • Built the introduction pipeline for new and returning users: conditional profile capture, returning-user shortcut paths, and keyword-based crisis detection that skips onboarding for urgent messages.
  • Refactored the backend: split AI response generation into its own service, consolidated duplicate utilities, and restructured the conversation entry function so profile building no longer sat inside stage-specific session handling.

Machine Learning Intern

May 2025 to Jul 2025

Suvidha Foundation, Nagpur, Maharashtra.

  • Fine-tuned 6 summarization models (BART, Pegasus, DeepSeek-v1, FLAN-T5, T5, BigBird-Pegasus); BART performed best at ROUGE-1 0.44, ROUGE-2 0.20, ROUGE-L 0.30.
  • Iteratively fine-tuned a PRIMERA multi-document summarization pipeline, raising ROUGE-1 from 0.36 to 0.44 and ROUGE-L from 0.18 to 0.20.
  • Coordinated fundraising outreach that raised ₹20,000+ and supported 1,500+ community members across foundation campaigns.

PROJECTS

PRISM

2026

Routing LLM queries to the hallucination-mitigation strategy that fits

Mistral-7B-Instruct · Fine-tuned encoder router · Retrieval · DoLa · CoVe · Calibration

PolicyRAG

2026

Question-answering over SEC filings that shows its sources

Python · FastAPI · ChromaDB · React · Supabase

Real-time fraud detection with quantum-inspired feature selection

2025

Catching bad credit-card transactions as they happen

Python · Spark MLlib · Kafka · QIEA

KPI Sentinel

2025

A dashboard that says why the numbers moved

Python · pandas · STL · Streamlit

Churn and tenure prediction on 624k users

2025

Which of 624,000 users will leave, and when

Python · LightGBM · CatBoost · XGBoost · scikit-learn

Pure-MNIST

2024

A neural network with nothing to hide

Python · NumPy

Pharma commercial analytics platform on 2.7M CMS rows

2026

A production-shaped commercial analytics stack on public Medicare data

Python · DuckDB · dbt · Dagster · Plotly

ChainSettle

2025-2026

Simulating institutional token settlement on a permissioned ledger

Hyperledger Fabric · Java · Spring Boot · PostgreSQL · Perspective.js

HeatDoc

2026

Retrieval-augmented QA over scanned and digital disaster-management PDFs

Python · FAISS · BM25 · OCR · FastAPI

ScribbleScope

2026

Teaching AI confidence and bias by having students draw

PyTorch · ONNX Runtime Web · React

This website

2026

A server-rendered portfolio with its own CMS, live activity data, and a three.js house you can walk through, room by room.

Next.js · TypeScript · PostgreSQL · Drizzle · three.js · Tailwind

SKILLS

Languages
Python · C++ · Java · SQL · TypeScript
Machine learning
PyTorch · scikit-learn · pandas / NumPy · Hugging Face Transformers · Spark MLlib
Data
Kafka · PySpark · dbt · Dagster · DuckDB
Backend
FastAPI · Spring Boot · Node.js · PostgreSQL · Redis
Tools
Git · Linux · Docker · GCP · Hyperledger Fabric

CERTIFICATIONS

Machine Learning Specialization

Stanford University / Coursera (Andrew Ng)

PyTorch for Deep Learning

Udemy

Deep Learning A-Z: Neural Networks, AI & ChatGPT

SuperDataScience (Udemy)

AI Engineer Core Track: LLM Engineering, RAG, QLoRA, Agents

Ligency (Udemy)

DevOps: Complete Kubernetes Course

Udemy

DETAILS

LOCATION
Mumbai, India
STATUS
Open to internships
EMAIL
adiravi1104@gmail.com
GITHUB
github.com/aditya-ravi11