Nikita Ganiga Lead AI Engineer | Python | Natural Language Processing | Machine

—Senior Machine Learning Engineer

Socure

Jan 2024 - Current (2 years 10 months)

• Focused on developing and optimizing machine learning models for identity verification, with a specific emphasis on name matching and entity resolution, directly impacting the accuracy of verification processes. • Utilized cutting-edge generative AI (GenAI) technologies including ChatGPT (GPT 3.5, GPT 4, GPT 4.0 mini) , Mistral AI, Hugging Face Models, and Spacy-LLM for custom entity recognition, enhancing the precision by leveraging prompt engineering while increasing efficiency of identity verification. • Conducted research to identify optimal translation services for Adverse Media, evaluating Python libraries (ARGOS, Deep Translator, Microsoft AI Translator, ChatGPT), resulting in a selection that cut costs by 50% while maintaining

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—Lead AI Engineer

Meytier,

Mar 2019 - Jan 2024 (4 years 11 months)

• Led the backend for a Hiring Platform that offset unintended, unconscious bias in hiring decisions and help improve gender diversity through an AI and Analytics based approach • Designed, developed and maintained AI Analytics APIs with FLASK, deployed FLASK application as DOCKER container with GUNICORN on AWS • Managed and collaborated with multiple teams to ensure smooth development and delivery of the applications. • Worked on the core functionality of identifying skills, keywords and analytics from Job Description and Candidate Resumes using Python packages like NLTK, SPACY, NETWORKX, FLASHTEXT, PANDAS etc • Setup Queue based mechanism to efficiently manage and process messages with RMQ and PIKA • Setup and Maintenance of AWS Cod

—Senior Data Scientist

Incedo

Mar 2017 - Mar 2019 (2 years 1 month)

• Worked in an Incubation team that was primarily responsible for analyzing and developing multiple proof of concepts • Worked on developing and delivering the backend for INTERPRET (INTERPRET is a tool for gathering data, extracting critical information, and delivering insights) • Worked on creating and delivering a Background Check application for hiring senior members as well as board members for an organization. App was built using Python Django and Postgres as data store • Worked on handwriting and text recognition in forms using OCR and OMR • Worked on integration Text-to-speech and Speech-to-Text conversion in INTERPRET • Worked on multiple Machine Learning use cases using Supervised and Unsupervised Learning ○ Gathering data f

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—Software Developer (Python)

Globalteckz,

Nov 2014 - Dec 2016 (2 years 2 months)

• Worked as a Software Developer on an ERP software named ODOO • Provided technical and functional training of Odoo and Python for new recruits. • Managed client expectations by ensuring the delivery of the highest quality service • Odoo's Default Modules ○ Worked on Sales, Purchase, CRM, HR, Project Management, Accounting modules • Odoo and E-commerce Integrating Connectors ○ Worked on Customization of the E-commerce and odoo connectors like Amazon connector, eBay Connector, Prestashop Connector, Magento, Connector etc. ○ Single handedly developed Prestashop Connector for Globalteckz. ○ Added new Functionality as per the API provided by these E-commerce. ○ Customized module's functions and views as per client's requirement.

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Senior Machine Learning Engineer

NLPU

Nikita Ganiga

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Nikita Ganiga

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