Sarvendra Singh
Bengaluru
Summary
- Possess excellent interpersonal, analytical, and negotiation skills with a proven track record of utilizing a process-oriented approach to achieve organizational goals.
- Currently working as AI/ML Computational Science Sr Manager in Accenture in GenAI COE for North America clients and previously lead the Connected Data Platform Data Science team of 8 members as Manager Data Science in the TVS Connected Mobility division.
- Conducted and facilitated comprehensive training programs on advanced generative AI solutions, Agentic AI Solutions, ensuring effective knowledge transfer and skill development among participants..
- Collaborated with clients and stakeholders to identify business challenges and translate them into technical and functional solutions. Provided Executed proof of concepts to evaluate the value of Artificial Intelligence use cases
- Solutioning and Consulting- Sketched strategic plans for big data, technology roadmaps, talent acquisition, and team mentoring to ensure cutting-edge technological competitiveness.
- Provided guidance to top management on KPIs, metrics, and business decisions through accurate analysis of user and business data.
- Interfaced with clients and stakeholders to identify business challenges and develop AI solutions aligned with organizational objectives.
- Offered proactive assistance in defining Analytics Roadmaps and developing Analytics Centers of Excellence (CoEs) and Knowledge Process Outsourcing (KPOs) for clients.-
Overview
18
18
years of professional experience
Work History
AI/ML Computational Science Sr Manager
Accenture
09.2024 - Current
- Currently working as AI/ML Computational Science Sr Manager in Accenture in GenAI COE and providing solutioning for GenAI usecases for North America clients
- Conducted and facilitated comprehensive training programs on advanced generative AI solutiion, Agentic AI Solutions, ensuring effective knowledge transfer and skill development among participants
- Executed proof of concepts to assess the valuate of GenAI ,Artificial Intelligence use cases
- Evaluated hiring, firing, and promotions requests.
Principle Data Scientist/Manager Data Science
TVS Motors Company Limited
03.2023 - 09.2024
- LLM Based Voice Assistant App For TVS IQubeS EV 2 Wheeler:
The objective of this project is to design, develop, and implement a voice assistant application specifically tailored for TVS iQube S users.
Voice assistant will allow users to interact seamlessly with their iQube S, obtaining information from the user manual (vehicle's features,
maintenance, and troubleshooting.), accessing telemetry data(battery status, range, and other critical metrics), and executing voice
commands(navigation, entertainment controls) within the vehicle. The application facilitate natural language conversations, offering
general information as well as details related to the vehicle's user manual and telemetry data
LLM Based Chatbot on user manual of U388 2-Wheeler Model:
Create a chatbot utilizing the guidelines and information outlined in the U388 documentation PDF to respond to user inquiries as per the
manual's content. RAG Based pipeline was used to answer queries related to U388.
Solution was deployed as API solution and customer can use this chatbot on TVS Connect Mobile App.
EV 2-Wheeler Battery Full Charge Time Estimation:
This use case was to proactively Predict Total Remaining Charging Time for Charging the Battery to its fullest i.e. x1 % SOC to 100 % SOC.
Currently, the Total Remaining Charging Time Field in the Raw data Table has values which in reality deviates to a greater extent from the
Actual Time To Charge values. Hence using an ML based model for Time to Charge can help the cause in terms of accuracy and greater
customer satisfaction.
iSmart – EV Vehicle Low Range Root Cause Analysis and Improvement Suggestion Algorithm:
.Dataset was telematics sensor trip level data.Among 25% oftotal trips faced low ranges issues and this number goes high if we consider only metro cities.Currently there is no recommendation model
or dashboard to analyse and prevent low range issues.In this project Machine learning & SHAP values based approach implemented to
identify root causes of low range
Consulting Manager- Data Science
Tata Consultancy Services
04.2021 - 02.2023
- Developed RID platform detects and analyses spikes in user behavior on Apple's support sites across multiple channels
- Developed The Rapid Issue Detection System-SEO analyses search engine queries directed to AppleCare sites for a given day
- Onboarded many Apple Channels for Anomaly detection framework
- Integrated Splunk with our RID application for central indexing and quick search logging and automating Email alerts for failed jobs
- Integrated RID with Slack to get Job failure notifications in slack messages so that instant corrective action can be taken
Lead Data Scientist
Renovite Technologies
09.2018 - 04.2021
- Worked on building an integrated cloud native Fraud Detection reno Secure product that provides the ability to integrate rule processing, statistical methods and artificial intelligence into any process in the payment's ecosystem
- Performed Statistical and machine learning based study for a leading financial lending company to assess loan repaying capability
- Performed feature engineering & communicated key metrics, trends & insights to the leadership extracted after performing EDA
- Successfully deployed models in cloud and involved in creating ML pipelines, creating Feature Store, Model monitoring steps
- Optimized Credit Scorecard model which helped bank in taking decisions to grant loan or not
Sr. Data Scientist
Alqimi India Pvt Ltd
11.2017 - 09.2018
- Performed Topic modelling on product reviews data for and extracted key topics for online hotel booking portal company and summarized long reviews into summarized form
- Performed clustering of telecom users, based on billing system data and derived significant insights
- Developed attribute-image-combined attention-based model for image captioning
- Discovered hidden topical patterns from product reviews from Topic modelling
- Summarizing long product reviews into short summaries helped users to get the most precise and useful information
Associate Consultant Data Science
Wipro Technologies
08.2014 - 11.2017
- Predictive Modelling, use cases on Supervised, Unsupervised, Segmentation problems
- Customer Support Tickets Classification and Sentiment Analysis on Ecomm Product reviews
Sr. Software Engineer II
Fidelity Information Services
11.2013 - 07.2014
- Machine Learning, Extracting Business insights from structured and unstructured data, SAS programming and Reporting, Business Intelligence and Dashboarding
Engineer Application Development
Computer Science Corporation India
07.2010 - 11.2013
- Machine Learning, Extracting Business insights from structured and unstructured data, SAS programming and Reporting, Business Intelligence and Dashboarding
Software Engineer
HCL Technologies
06.2007 - 07.2010
- Content management using Documentum, Java
Education
PGPBA - Business Analytics and Machine Learning
Greatlakes Institute of Management
Gurgaon01.2016
B.Tech - Computer Science
Madan Mohan Malviya Engg College
Gorakhpur, UP01.2007
Skills
- LLM (Large Language Models)
- simple RAG and Hybrid RAG & RAG Optmizations
- Multi Model genAi Solutions
- Langchain
- Agentic Solutions and Frameworks crewai,Microsoft autogen
Cloud Services
- AWS Sagemaker Studio
- AWS Lambda
- AWS API Gateway
- Natural Language Processing
Machine Learning Algorithms
- Linear & Logistic regression
- Gradient Boosting Machine (GBM)
- XGBoost
- Random Forest
- Support SVM
- Ridge-Lasso Regression
- CART
- Kmeans
- Density based clustering DBSCAN
- PCA
Databases
- Clickhouse
- MongoDB
- Elasticsearch
- Mysql
Programming Languages
- Python
- SAS
- SQL
- Advance SQL
- Reporting oversight
Timeline
AI/ML Computational Science Sr Manager
Accenture
09.2024 - Current
Principle Data Scientist/Manager Data Science
TVS Motors Company Limited
03.2023 - 09.2024
Consulting Manager- Data Science
Tata Consultancy Services
04.2021 - 02.2023
Lead Data Scientist
Renovite Technologies
09.2018 - 04.2021
Sr. Data Scientist
Alqimi India Pvt Ltd
11.2017 - 09.2018
Associate Consultant Data Science
Wipro Technologies
08.2014 - 11.2017
Sr. Software Engineer II
Fidelity Information Services
11.2013 - 07.2014
Engineer Application Development
Computer Science Corporation India
07.2010 - 11.2013
Software Engineer
HCL Technologies
06.2007 - 07.2010
B.Tech - Computer Science
Madan Mohan Malviya Engg College
PGPBA - Business Analytics and Machine Learning
Greatlakes Institute of Management
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