Sam Jenifa
Chennai
Summary
Dynamic AI/ML Associate Manager at Accenture Solutions Pvt Ltd, skilled in Python and team leadership. Successfully led a team to enhance model accuracy by 40% through innovative solutions. Proficient in cloud platforms and data pipelines, with a strong focus on delivering impactful AI-driven results and fostering collaboration among team members. Forward-thinking professional with proven history of leadership, planning and problem solving. Adept collaboration with professional to accomplish demanding objectives, motivate staff, and organize resources. Systematic understanding of maintaining coverage for all operational needs.
Overview
13
13
years of professional experience
Work History
AI/ML Associate Manager
Accenture Solutions Pvt Ltd
Chennai
08.2023 - Current
- Designed and developed end-to-end TDLC use cases, documentations using Gen AI capability, optimizing model performance with scalable solutions using Python
- Led a team of 3 senior analyst and 7 juniors in building and deploying product for analysing and documenting the JIRA stories, resulting in a 40% accuracy
- Developed and deployed the solution with langchain framework on various LLM models configured and integrated with vector DB which consists of lot of git hub repos
- Led workshops and training sessions to upskill junior team members on ML best practices and Python programming
- Collaborated with stakeholders to translate business requirements into AI-driven solutions and worked on cloud platforms (Azure/AWS) for scalability
DataScience Consultant
TCS
Chennai
07.2019 - 08.2023
- Designed & Built Data pipeline to migrate data into Snowflake data warehouse with Azure resources like ADF, Azure functions, ADLS from various sources like SAP, Rest API
- Applied natural language processing (NLP) techniques with SpaCy and trained the various classification model with variety of women accessories data to build the taxonomy
- Used various time series algorithm like Arima, FBProphet, Auto-TS
- Calculated sales transfer rate based on the last 5 years data, which has lack of one-year sales trend with the help of back filling method
- Fit the training set in the time series model for forecasting demand for each SKUs
Senior Data specialist
Hexaware/ Inchcape Shipping services
Chennai
04.2012 - 07.2019
- Perform high quality coding to written technical specifications through strong analytical and programming skills
- Create, document and implement unit test cases, scripts
- Build the solution with complete understanding of the use case in a timely manner using .NET framework
- Create and maintain technical documentation using defined technical documentation templates
- Develop and test high quality code using best practices
- Responsible for doing unit testing of their own code
- Peer and joint review with excellent reviewing skills
- Backend SQL Queries and stored Procedures, Adhere to the software development processes
Education
Master of Technology - Information Technology
MIT, Anna University
01.2015
Bachelor of Technology - Information Technology
Kalasalingam University
01.2011
Skills
- Python
- SQL
- C#
- FastAPI
- Flask
- Langchain
- GPT 4o
- 35turbo
- Dall-E
- Client Specific LLM
- Scikit-learn
- Random Forest
- XGBoost
- SVM
- K-Means
- Time series algorithm
- NLTK
- SpaCy
- Hugging Face Transformers
- Azure
- GCP
- Docker
- Git
- Snowflake
- Netezza
- Pandas
- NumPy
- Matplotlib
- Seaborn
- MySQL
- PostgreSQL
Projects
Content Generation System for TDLC, Generate content based on the key entities and knowledge feed into the LLM. Diagram generation based on expected structure and user requirement using LLM and diagrams package. Usage Analytics based on google analytics tool. MARKETING BANNER DESIGN, Developed a Gen AI customized Design for the marketing banners creation. Capability to process the voice command through Azure speech to text conversion. Dall-E model used to generate images for the banner. HR Data Migration, Analyze the various data sources and organize the data into target data warehouse. Evaluate requirements and business objective to suggest preferable solutions. Documenting requirements and workflow diagrams.
Timeline
AI/ML Associate Manager
Accenture Solutions Pvt Ltd
08.2023 - Current
DataScience Consultant
TCS
07.2019 - 08.2023
Senior Data specialist
Hexaware/ Inchcape Shipping services
04.2012 - 07.2019
Master of Technology - Information Technology
MIT, Anna University
Bachelor of Technology - Information Technology
Kalasalingam University
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