Summary
Overview
Work History
Education
Skills
Accomplishments
Software
Languages
Timeline
AccountManager

Saksham Dutta

Data Scientist
NEW DELHI

Summary

1. Continuously learning and solving problems in data science. Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in regression based modelling.

2. Astute, calculating and attentive to specific business requirements. Successful history of identifying patterns, making interpretations and producing reports. Skills setting up databases and other frameworks, managing systems and aligning procedures with business needs.

3. Innovative Data Scientist with 2 years of experience in analytics and success in building algorithms and products which have significantly reduced energy consumption. Highly accomplished in influencing decision-makers and driving profitability across multiple divisions, including banking credit risk, debt collections, customer relationship management and digitization. Eager to bring expertise to growing organization in challenging new role.

4. Proficient in Python and have experience in working with Data Lakes, Elastic Search and DynamoDB. Built visualization tool using Dash and experience in using Machine Learning algorithms.

Overview

2
2
Languages
18
18
years of post-secondary education
3
3
years of professional experience

Work History

Team Lead System Intelligence - Data Scientist

Smart Joules Pvt Limited
2019-01 - Current
  • Software Based Thermostat : Have deployed an innovative solution(algorithm) which runs inside the IOT controller and automates the action on the controllable, adapts to the user requirements for maintaining thermal comfort inside the room while saving energy drastically of the Air Handling Unit. It has optimized 70 percent in energy savings of the air handling units and successfully optimized the comfort of the user as per requirement.
  • Benchmarking and improving system reliability : Have lead this project to develop the tool for initial IOT controller log analytics to find the root cause of the failures in the system. My work has brought significant improvement in the key functionalities of the product and isolated failures and their associated context.
    Built an automated reporting service that regularly updated the developers and the stakeholders of the reliability of the system on slack and Google sheet. Deployed the service on the Kubernetes cluster with the service uptime to be 99%. Have developed visualizations using Plotly and analyzed the data using effective manipulations to produce actionable insights for the developers and the system architect to improve the product, it's reliability and effectiveness in optimizing energy consumption in the assets. Visualized and reported the cost leakages and improved structure in the logs to the Product development team.
  • ML based energy and efficiency predictions : Developed an ML model which predicts the efficiency and consumption effectively using XGboost algorithm and tuned it using Mango library for hyperparameter optimization.
  • Python Dash based Log Analytics Dashboard : This dashboard allows to see custom logs of the system which help in diagnosing the faulty software and hardware deployments in IOT controllers. They give direct feedback on reliability of the system, the controller uptime and data inconsistency. It is used by developers to diagnose and conduct root cause analysis, make custom reports and give feedback on testing of IOT based product on site.
    Deployed the same on Kubernetes with performance caching implemented for conducting large queries effectively.
  • Query Engine : Lead the team in developing Query Engine Microservice which is developed in GoLang and has the capability to query large datasets effectively and handle concurrent requests effectively. Used it to power data-intensive applications, optimizing data querying time by smart database selection feature and reducing cost.

Embedded Firmware Engineer

Smart Joules Pvt Limited
2018-01 - 2018-12
  • IOT based controller to read area temperature and humidity: Have developed the firmware of the controller which reads the data(Temperature and Humidity) and publishes it to the cloud using MQTT protocol. Implemented Kalman Filtering for filtering the temperature and humidity data and publish the same to the cloud. Made the code production ready.
  • Validated schematic designs working alongside hardware engineers.
  • Designed, developed and tested embedded software applications for use in HVAC industry.

Education

BTECH - Electronics And Communication - Electronics And Communication

DIT University
2014-08 - 2018-08

Intermediate School Passout

St Joseph School
2000-04 - 2014-04

Skills

Innovator

Data to Intelligence

Team leadership and coaching

Collaborative team player

Thought leadership

Intelligence products

Strong critical thinking capabilities

Accomplishments

Published Research Paper titled "The end of Dumb HVAC Assets" in AEEE. Deployed a lightweight algorithm(developed in Python) running inside the IOT controller which has brought 70 efficiency in the Air Handling Units in the HVAC while maintaining the ambient thermal comfort. Have written the algorithm from scratch and designed the data science and software architecture for the same. It gives the user the capability to fine-tune the system to maximise energy savings.

Software

Python

Unit testing

Code Documentation

ML libraries - Tensorflow, pandas, numpy, scikit-learn, plotly, matplotlib, seaborn, mango

Databases - DynamoDb, S3, Elastic Search

Languages

English

Hindi

Timeline

Team Lead System Intelligence - Data Scientist

Smart Joules Pvt Limited
2019-01 - Current

Embedded Firmware Engineer

Smart Joules Pvt Limited
2018-01 - 2018-12

BTECH - Electronics And Communication - Electronics And Communication

DIT University
2014-08 - 2018-08

Intermediate School Passout

St Joseph School
2000-04 - 2014-04
Saksham DuttaData Scientist