Soumyadip Bhattacharyya
I am passionate data scientist with nearly years of experience in building data intensive applications in Banking Sector. Business problems solved by me along with my team are running in production with desired accuracy. Developed Yes/No model to accelerate Retail SME (RSME) loan growth with new digital end-to-end experience and real-time approvals. Worked on Sampling, Segmentation, Unsupervised Clustering, Feature Engineering, EDA, Model Developement, Validation, Backtesting, Postmortem, Explainability etc. Created Limit Model of RSME to set maximum amount of loans to approved using time series clustering and neural network. Amount of loan disbursed till date is 1.7 Billon RM. Developed Neural Network Model on Keras which can target existing customers and entities that have higher propensity to buy products like Loan, Credit Card etc.
- Role
AI Solutions Architect
- Years of Experience
4.6 years
Skillsets
- OCR
- Flask
- Git
- GPT-4
- Hugging Face
- LangChain
- LLAMA
- Llava
- LoRA
- MLFlow
- FastAPI
- OpenCV
- rag
- Rnn
- T5
- TensorFlow
- Transformers
- Tree ensembles
- ViT
- Yolo
- Blip-2
- PyTorch - 3 Years
- Python
- PyTorch
- Keras
- PySpark
- R
- SQL
- AWS
- Bash
- Python - 3 Years
- CI/CD
- CLIP
- Cnn
- Dataiku
- Detr
- Dinov2
- Docker
- FAISS
Professional Summary
4.6Years
- Sep, 2024 - Present1 yr 6 months
AI Solutions Architect
NowPurchase - Apr, 2024 - Sep, 2024 5 months
Senior Product Data Scientist
MBB LABS PVT LTD Maybank - Aug, 2021 - Mar, 20242 yr 7 months
Product Data Scientist
MBB LABS PVT LTD Maybank - Feb, 2021 - Jul, 2021 5 months
Product Data Scientist (Intern)
MBB LABS PVT LTD Maybank
Applications & Tools Known
Python
PyTorch
MySQL
ChatGPT
Work History
4.6Years
AI Solutions Architect
NowPurchaseSep, 2024 - Present1 yr 6 months
End-to-end CV solutions, YOLO-based safety systems and real-time process monitoring for foundries, defect analysis chatbot, scrap price prediction, and mold tracking using advanced CV and AI technologies.
Senior Product Data Scientist
MBB LABS PVT LTD MaybankApr, 2024 - Sep, 2024 5 months
Revamped credit-approval models, improved F1 scores using customer segmentation and features.
Product Data Scientist
MBB LABS PVT LTD MaybankAug, 2021 - Mar, 20242 yr 7 months
Developed loan approval and limit models, early warning signals for borrowers, name screening systems, and cross-sell propensity scoring frameworks.
Product Data Scientist (Intern)
MBB LABS PVT LTD MaybankFeb, 2021 - Jul, 2021 5 months
Created trading chart-summary generator and fraud detection using semi-supervised techniques.
Achievements
- Won GT Pin of Excellence for Best Employee of Q4 of 2022.
- Won Best Team of the Sprint Award in February 2023.
- Secured Rank 538 in WBJEE in 2013.
Major Projects
6Projects
Inspect PRO AI-Powered Visual Inspection System
Automated inspection of metallic castings using YOLOv8-nano achieving high accuracy for defect detection and quality assessment.
Safety Shield PPE Compliance Guardian
YOLOv8-nano detectors deployed on edge devices for live safety alerts and plant-wide PPE compliance monitoring.
Defect-Analysis Bot
Vision-enabled chatbot using GPT-4-mini and LangChain for customer defect classification and RCA on WhatsApp.
Real-Time Foundry Process Monitoring System (CCTV)
Multi-GPU-trained YOLOv8 pipeline for smart foundry process monitoring through CCTV systems.
MS Scrap Price Prediction
XGBRegressor to forecast MS scrap prices using various predictive features and sentiment embeddings.
Foundry Mold Tracking
YOLOv11 pipeline to track and count foundry molds from CCTV footage with high accuracy.
Education
M.Tech. Quality, Reliability & Operations Research
Indian Statistical Institute, Kolkata (2021)B.E. Mechanical Engineering
Jadavpur University (2017)
Certifications
CERTIFICATES Agile