GenAI
Aniket Kamavisdar
AI/ML Consultant
Summary
Data and AI specialist with 11+ years of experience.
Worked on end to end implementation of GenAI application, ML Modelling, Predictive, Descriptive, and Risk Analytics, EDA reporting, Recommendation system and Deep Learning.
Hands-on knowledge and understanding of statistical, algebraic, and ensemble regression techniques for model performance boosting.
Complementing skills include Python web service development for Model deployment, ML-Flow for ML-OPS, and hands-on knowledge of robust Data-Lakehouse/ODS/DWH solutions that meet BI objectives.
Highly organized, motivated and diligent with a background in Lending, Sales-Ops, Forex Trading, and Telecom domain.
Overview
12
12
years of professional experience
4
4
years of post-secondary education
3
3
Languages
Work History
AI/ML Consultant
Freelancer
Remote, India
01.2024 - Current
- Efficiently delivered new features in GEN AI capable application using LangChain and OpenAI Api
- Increased features of the product by 50%.
- Working on creating RAG architecture to support search capability in product for improving user experience.
Senior Data Consultant
Dain Studios
Helsinki, Finland
11.2022 - 11.2023
- Worked on integrating generative AI with model explainablitliy to create explainable AI for business users, this gave much comprehensive context to business about model performance and model predictions.
- Utilized RAG architecture to create proprietary knowledge driven Chat Agent powered by AzureOpenAI, Congnitive Search driven by REAct prompting using LangChain.
- Created Talk to Data capability for customer to perform text based search for relevant data in Unity Catalog using OpenAI and Langchain and Azure Cognitive Search using LLM.
- Acted as Platform Consultant on migration project to create feature pipeline and ML Platform to support anomaly detection algorithms and Carbon Footprint forecast models for large manufacturing firm.
Senior Data Scientist
Tolaram
Helsinki, Finland
09.2021 - 09.2022
- Built and delivered Credit Score models and Credit feasibility Model to derive customer's willingness to pay and customer's capacity to pay using Logistic regression on XGBoosted features.
- Actively worked in setting up Fraud Analytics in collaboration with SEON.
- Performed active EDA on all available data sources to create insights on Fraud, NPL, Default Behavior, Location Spam and Device data categorization.
- Designed experiment for sample collection to reduce NPL risk of loans and build newer version of score models.
- Designed algorithm for Customer familiarity index, to be used for both fraud and risk cases, this utilized customer common connections and their engagement with app. This relied of Contact Graphs and Application Graphs
Data Scientist
HSBC Technology India
Pune, Maharashtra
04.2018 - 09.2021
- Recommender System : Built and delivered Insight recommender for Sales users. The recommender systems utilizes End User behavioral patterns to generate similarity index of each new action item using random forest regressor.
- Predictive Analytics : Built and delivered Churn Propensity model for predicting trader churn using random forest for feature importance and logistic regression for propensity score.
- Trend Recognition : Delivered Slowdown indicator based on client to behavior over period of time to identify trading pattern using basic timeseries regression over variance thresholds.
- Deployed multiple ML application as service using Flask with recurrent monitoring and health check in place for timely Model Evaluation
- Built sales insights for customer interactions which increased sales contacts by 20%
- Part of design and implementation of DaaS system
Sr Big Data Developer
Amdocs DVCI
Pune, Maharashtra
10.2014 - 04.2018
- Worked closely with business analysts, development teams and infrastructure specialists to deliver and customize high availability Amdocs DataHub for multiple clients across globe.
- Productionized 25+ reports which were used by Client in various areas including anamoly detection
- Wrote clean, clear and well-tested code for various technologies such as Pig, Hive and Python.
- Created design for CI/CD pipeline which was used in production.
Software Engineer
Amdocs DVCI
Pune, Maharashtra
10.2012 - 09.2014
- Responsible for automation of data mockup and unix environment management for test users.
- Reduced mock activities for test users by more than 75%
- Created of reconciliation reports for operational users using SQL.
- Created automation workflows using Ayehu Eyeshare.
Education
Bachelor of Engineering - Computer Engineering
Government Engineering College
Bilaspur 07.2008 - 06.2012
Skills
LLM
Statistical Modelling
GenAI
Pandas
Python
Unix Scripting
SQL
Programming Methodologies
Exploratory Data Analysis
Machine Learning Modelling
Work Preference
Work Type
Contract WorkPart TimeFull TimeLocation Preference
RemoteImportant To Me
Work-life balanceCareer advancementFlexible work hoursWork from home optionSoftware
Prompt Engineering
ML Modelling
Statistical Modelling
Python
Microservices
SQL
FastAPI
Flask
NoSQL
Exploratory Data Analytics
Architecture design
Recommendation Systems
Timeline
AI/ML Consultant
Freelancer
01.2024 - Current
Senior Data Consultant
Dain Studios
11.2022 - 11.2023
Senior Data Scientist
Tolaram
09.2021 - 09.2022
Data Scientist
HSBC Technology India
04.2018 - 09.2021
Sr Big Data Developer
Amdocs DVCI
10.2014 - 04.2018
Software Engineer
Amdocs DVCI
10.2012 - 09.2014
Bachelor of Engineering - Computer Engineering
Government Engineering College
07.2008 - 06.2012