AI/ML Engineer · Data Scientist

Deep
Isalaniya

Building intelligent systems that work in the real world — from zero-shot CCTV anomaly detection to multilingual Indian voice assistants. MSc Data Science Graduate · Marwadi University.

CLIP YOLO Whisper ASR QLoRA PyTorch Computer Vision NLP
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Who I Am

I'm Deep Isalaniya, an AI/ML Engineer based in Morbi, Gujarat, India. I've completed my MSc in Data Science from Marwadi University with a CGPA of 9.29.

My work sits at the intersection of Computer Vision, NLP, and Speech AI. I don't just build models — I build complete systems with real-time deployment, monitoring dashboards, and alerting pipelines.

At GGST Innovation, I architected a multilingual Indian voice assistant supporting Hindi, Telugu, and Kannada — fine-tuning Whisper ASR with QLoRA to make AI accessible to low-resource Indian language speakers.

My name "Deep" means depth — and that's exactly how I approach every problem. Not just surface-level solutions, but deep, well-engineered systems.

9.29
MSc CGPA
3
Internships
5+
AI Projects
3
Languages (ASR)

Where I've Worked

AI / ML Engineer Intern
GGST Innovation · Rajkot, Gujarat
  • Architected an end-to-end multilingual Indian voice assistant (Hindi, Telugu, Kannada) using OpenAI Whisper ASR fine-tuned via QLoRA parameter-efficient training on custom domain-specific audio datasets
  • Significantly reduced Word Error Rate on low-resource Indian languages, making speech AI viable for regional language users
  • Built the full TTS pipeline completing the speech-in, speech-out system for Indian regional language users
Whisper ASR QLoRA PyTorch NLP TTS
Dec 2025 — Jun 2026
Data Analyst Intern
Aushvera Globaliz LLP · Gandhidham, Gujarat
  • Analyzed real-time Herbal Tea market data using Python (Pandas, NumPy) and Excel
  • Designed interactive Power BI dashboards to surface product performance trends and enable data-driven decisions
Python Power BI Pandas Excel
Aug 2024 — Nov 2025
Python Developer Intern
Brainybeam Info-Tech Pvt. Ltd. · Ahmedabad, Gujarat
  • Built real-time web applications using Django with Python and Pandas for backend data processing pipelines
Django Python Pandas
May 2024 — Jun 2024

What I've Built

02
ASL Hand Sign Classifier
24-Class CNN · PyTorch · Live Camera Inference
  • Custom CNN trained on 24 American Sign Language alphabet classes (A–Z, excluding J and Z) built from scratch in PyTorch
  • Live camera inference pipeline with OpenCV for real-time on-device sign recognition
  • Model persistence with .pth checkpoint and clean modular training loop with full epoch tracking
03
NYC Air Quality Predictor
Classification · Interactive Map · Open Data
  • Binary "Good/Bad" air quality classifier using NYC Open Data 2014–2023
  • Borough-level predictions visualized on interactive Folium map
  • Ensemble models: Random Forest + Logistic Regression
04
Urban City Analysis & Smart City Planning
60K+ Records · Ensemble ML · Public Safety
  • End-to-end ML system predicting crime risk, accident severity, and passenger demand
  • Ensemble models: Random Forest, Gradient Boosting, Stacking on 60K+ records
05
Human Detection using Faster R-CNN
Object Detection · Auto-annotation Pipeline
  • Pretrained Faster R-CNN ResNet50-FPN for automatic bounding box annotation
  • Auto-generates train/validation/test splits with labeled datasets

Tech Stack

AI · ML · DL
Computer Vision
Deep Learning
NLP / Speech AI
QLoRA Fine-tuning
Machine Learning
Models & Frameworks
CLIP + YOLO
Whisper ASR
PyTorch
Scikit-learn
Django
Data & Deployment
Python
SQL / MySQL
Streamlit
Power BI
Git

Credentials

🏅
Data Analysis Using Python
IBM
Oct 2024
🏅
Data Analytics Job Simulation
Deloitte Australia · Forage
Jan 2025
🎓
MSc Data Science
Marwadi University · NAAC A+
2024 – 2026 · CGPA 9.29 · Completed

Let's Build
Something Great

Open to full-time AI/ML roles, research collaborations, and interesting projects. Based in Gujarat, India — available remotely worldwide.