Sriram Sudarsanam
Data Scientist
Chennai
Summary
Dynamic Data Scientist with a proven track record at Husqvarna Group, leveraging Python and machine learning to optimize processes and deliver actionable insights. Adept at fostering collaboration and mentoring teams, I drive data-driven decision-making, enhancing operational efficiency and client satisfaction through innovative solutions and strategic analysis.
Overview
11
11
years of professional experience
Work History
Data Scientist
Husqvarna Group
Chennai
06.2020 - Current
- Work with Business verticals to bring intelligence into end customer products
- Streamlined data collection methods to minimize analysis errors.
- Automated repetitive tasks using scripting languages such as Python or R, saving time during the analytical process significantly.
- Evaluated emerging technologies to assess potential applications within the organization''s existing infrastructure or future projects.
- Translated business requirements into data-driven solutions, providing value-added insights that directly contributed to the organization''s strategic goals.
- Optimized machine learning pipelines and computational resources deployment strategies resulting in reduced processing times.
- Conducted thorough exploratory data analyses for robust model building.
- Coached and mentored junior data scientists on SAS and data mining techniques.
- Discovered stories told by data to present information to scientists and business managers.
- Designed interactive dashboards and reports, providing real-time business intelligence to stakeholders.
- Evaluated new data sources for integration into existing models, expanding breadth of insights generated.
- Fostered data-driven culture by educating non-technical stakeholders on importance of data analytics.
Professional Services Consultant
Genesys Telecom Labs
06.2017 - 06.2020
- Developed customized strategies for clients, resulting in higher revenue growth and increased market share.
- Collaborated with cross-functional teams to develop innovative solutions, ensuring successful project completion within budget and timelines.
- Conducted comprehensive analyses of client operations, identifying areas for improvement and cost savings opportunities.
- Enhanced client satisfaction by effectively addressing concerns and providing tailored solutions to their needs.
Research Associate
Raman Research Institute Bangalore
02.2014 - 08.2015
- Implemented Vision System to Image objects to heavily scattering medium like fog
- Implemented Brain Computer Interface using SSVEP signals to enable differently abled person to navigate and control a wheel-chair
- Designed a radio signal receiving multiplexer for meter long radio waves
Education
Master of Technology - Communication Systems
SASTRA University
Tanjavur 04.2001 -
Skills
Python programming
Machine learning
Statistical analysis
Scikit-learn
Feature engineering
Anomaly detection
Data wrangling
Agile methodology
Optimization techniques
Probability theory
Time series analysis
Deep learning
Accomplishments
- Anomaly Detection for Robotic Mower Cutting operation to detect issues with the blades
- Narrow Passage Detection and Steep Slope Detection for Robotic Mower Navigation
- Geo-Spatial Modelling to predict Soil-Moisture, NDVI and Soil-Hardness of Golf Fairways
- Geo-Spatial Modelling to Identify, Segment and Summarize foot-ball fields, golf pitches and tennis courts to identify and evaluate potential customers
- Anomaly Detection using Audio Signals from Chainsaws
- 3D Geometrical Modelling using LiDAR to navigate robots for construction
- Market Penetration Reports using Robotic Mower Data and Open Street Map Data
- Product Identification using Object Detection for over 40 Products
- Segmentation of Satellite Images to visualize User Lawns using U-Net Algorithm
- Identification of Error hotspots for Robotic Mower Navigation using DBScan
- Geo-spatial Analysis using Nearest Neighbor Algorithm to optimize green-space vs gray-space
- Ground Surface Classification using RADAR signals for detecting Grass vs No-Grass
Timeline
Data Scientist
Husqvarna Group
06.2020 - Current
Professional Services Consultant
Genesys Telecom Labs
06.2017 - 06.2020
Research Associate
Raman Research Institute Bangalore
02.2014 - 08.2015
Master of Technology - Communication Systems
SASTRA University
04.2001 -