Debdeep Banerjee

Lead ML Engineer

Bengaluru, Karnataka, India10 yrs 9 mos experience
Highly Stable

Key Highlights

  • Expert in machine learning and distributed systems.
  • Led development of dynamic pricing systems at Ola.
  • Co-founded a startup focused on self-driving technology.
Stackforce AI infers this person is a data science and engineering expert in AI/ML and automotive technology.

Contact

LinkedIn

Skills

Other Skills

AlgorithmsApache KafkaApache SparkC++CassandraCausal InferenceCeleryCommunicationData StructuresDeep LearningDistributed DevelopmentDistributed SystemsDocker ProductsEngineering ManagementExecutive Reporting

About

Versatile data scientist and engineer, I enjoy research as much as software development. Areas of expertise include applications of machine learning algorithms including and especially building, optimising and deploying in production systems. I'm also experienced in building distributed data pipelines involving high volume ETL workloads. Programming Languages: Python | Golang | C++ Databases: MySQL | Cassandra | PostgreSQL ML Frameworks: scikit-learn | numpy | Pandas | TensorFlow | PyTorch Distributed Systems: Spark | Hadoop | Kafka | Redis | RabbitMQ | Celery | ElasticSearch | Docker | Kubernetes | Airflow | Ray API: FastAPI | gRPC Logging and Monitoring: ELK | Splunk | Sentry | New Relic Cloud Stack: Azure | AWS Version Control: Git

Experience

Dp world

Staff Machine Learning Engineer (Group Lead)

Feb 2025 – Present · 1 yr 1 mo

  • Post-Training and Reinforcement Learning

Ola

Lead Machine Learning Engineer

Nov 2021 – Jan 2025 · 3 yrs 2 mos · Bengaluru, Karnataka, India · On-site

  • Mobility: Allocation and Dynamic Pricing Systems.
  • Maps: Routing and ETA engines.
  • Featured in OLA ENDICEAGE: Inside out, Data science team at Ola
  • https://cdn.olaelectric.com/magazine/END_ICE_AGE_MAGAZINE_01.pdf
  • Focus Areas: Deep Reinforcement Learning, Transformers, GraphNeuralNets, Distributed Systems

Startups

Machine Learning Lead

Sep 2017 – Oct 2021 · 4 yrs 1 mo · Mumbai, Maharashtra, India

  • Worked with multiple startups in the areas of Machine Learning and Distributed Systems

Fisheyebox( aerodrive )

Co-Founder & CTO

Mar 2015 – Aug 2017 · 2 yrs 5 mos

  • Built a Self-Driving Car in garage
  • Worked on areas of sensor self-calibration, vehicle ego-motion, perception, mapping and localization leveraging a variety of sensor modalities (Camera, Radar, INS, GPS, Odometry)
  • Was involved in the low-level programming of embedded systems for interfacing robotic actuation with the vehicle.
  • Work got published by the AUTOCAR INDIA and TOI, and was featured in national news channels

Calcutta university, kolkata

Research Assistant

Jan 2014 – Jan 2015 · 1 yr

  • Worked in areas of Pattern Recognition
  • Built solutions, involving multi sensor modalities, capable of identifying human activity patterns with high precision
  • Work got published in journal

Education

Birla Institute of Technology and Science, Pilani

Master of Technology - MTech — Machine Learning

West Bengal University of Technology, Kolkata

Bachelor of Technology - BTech — Computer Science

D.A.V. Model School, Durgapur

Intermediate — Mathematics and Computer Science

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