Samantak Mitra

Software Engineer

India5 yrs 9 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Developed AI/ML demand sensing platform improving forecast accuracy by 30-40%.
Built ETL pipelines for efficient data ingestion into MongoDB.
Experience in both software engineering and cybersecurity roles.

Stackforce AI infers this person is a Software Engineer with expertise in AI/ML and web development in the SaaS industry.

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Skills

Core Skills

Ai/mlWeb Development

Other Skills

Web Application DevelopmentMicroservicesForecast SimulationETL PipelinesMongoDBPythonSoftware Engineering PracticesJavaScriptCloud ComputingCybersecurityAlgorithmsInfrastructureJavaSQLBlockchain

Experience

5 yrs 9 mos

Total Experience

2 yrs 10 mos

Average Tenure

4 yrs 9 mos

Current Experience

Blinkit

2 roles

SDE II

Promoted

Jan 2024 – Present · 2 yrs 3 mos

Serviceability and platform charges

SDE I

Jul 2021 – Jan 2024 · 2 yrs 6 mos

Thoucentric

2 roles

Software Engineer

Jul 2020 – Jul 2021 · 1 yr

Developed AI/ML powered demand sensing platform web application, included integration with microservices for XAI and forecast simulation.
Improved short-term demand forecast accuracy by ~30-40%.
Increased inventory accuracy by up to 20% leading to optimal inventory levels.
Built ETL pipelines to ingest files into MongoDB.

AI/MLWeb Application DevelopmentMicroservicesForecast SimulationETL PipelinesMongoDB+1

Intern

Jan 2020 – Jul 2020 · 6 mos

Working on supply chain analytics and helping Data Science team by building Machine Learning infrastructure.
Built a experiment tracking framework for organizing and versioning of various ML experiments done by Data Scientists.
Developed multiple pipelines and jobs for fetching data from various sources and aggregating them for training on multiple ML models.