Abhishek Lohit
Gurugram
Summary
Machine Learning Lead passionate with an in‑depth knowledge of designing and optimizing ML solutions. Collaborative leader with dedication to partnering with coworkers to promote engaged, empowering work culture. Documented strengths in building and maintaining relationships with diverse range of stakeholders in dynamic, fast-paced settings.
Overview
9
9
years of professional experience
1
1
Certification
Work History
Manager/Lead
Macquarie Global Service Pvt Ltd
12.2023 - Current
- Lead team of data scientists to enhance and build rule-based python Models for trade surveillance
- Worked on pre-processing data to understand and brainstorm ML methods that can be used to generate Alerts for trades
- Handled team meetings and stakeholder communications so that deliverables and expectations are met as planned.
Consultant
Deloitte USI
07.2021 - 12.2023
- Developed Machine learning ML pipeline on AWS using MLOPS for creating recommendation system to forecast channel interactions across US region for next 3 months
- It was 3 Model solution with K-means model, Random Forest model and Ridge Regression Model were clubbed together to produce high-end solution for client
- Was able to deliver solution within deadline, which helped client to increase their sales by 2.5X in span of 3 months of delivery
- Handled Daily Client Interactions for status updates, requirement gathering and delivery management.
Senior Engineer
Tata Elxsi
03.2021 - 07.2022
- Task was to preprocess and clean data to be used for Model Training
- Developed multiple regression models by using Hyper-parameter Tuning to find best models on given data set
- Trained Random Forest Model and worked on further retraining till favorable accuracy levels were not achieved
- Reached accuracy level of 82% after multiple iterations
- Lead stakeholder discussion rounds to finalize use case and handled weekly client meetings for status updates.
Technology Analyst
Infosys Private Limited
08.2015 - 03.2021
- Responsible for clustering customer data into segments using K-means and developing Segmentation Frame for better client understanding
- Implemented Data visualization using Seaborn to better understand segments and their correlation with data features using in K-means
- Helped client to understand their customer better and lay down plan to improve their customer offering to help lift-up sales.
Senior System Engineer
Infosys Private Limited
08.2015 - 03.2021
- Responsible for developing various sections of application using Asp.net and C#
- Implemented batch application to send claims related reminder mailers to employee in organization
- Worked on enhancing customer experience by improving UI by using Jquery and Bootstrap
- Delivered assigned work within set deadline to minimize delays and worked on enhancements after going live.
Education
Bachelor of Science - Electrical, Electronics And Communications Engineering
Chitkara Institute of Engineering And Technology, Punjab
Punjab06.2015
High School Diploma -
KBDAV, Chandigarh
Chandigarh05.2011
X -
KBDAV, Chandigarh
Chandigarh05.2009
Skills
- Python/C#
- SQL
- ML Algorithms
- NLP
- Scikit-Learn
- TensorFlow
- AWS
- SageMaker
- MLOPS
- Snowflake
- Jupyter
- Vs-code
- Git
- Confluence/Jira
- Excel/PowerPoint
- Stakeholder Management
Certification
- Coursera, Structuring Machine Learning Projects
- Coursera, Improving Deep Neural Networks: Hyperparameter tuning
- Coursera, Neural Networks and Deep Learning
- Hacker Rank, Basic Problem Solving
- Coursera, Machine Learning
Timeline
Manager/Lead
Macquarie Global Service Pvt Ltd
12.2023 - Current
Consultant
Deloitte USI
07.2021 - 12.2023
Senior Engineer
Tata Elxsi
03.2021 - 07.2022
Senior System Engineer
Infosys Private Limited
08.2015 - 03.2021
Technology Analyst
Infosys Private Limited
08.2015 - 03.2021
Bachelor of Science - Electrical, Electronics And Communications Engineering
Chitkara Institute of Engineering And Technology, Punjab
High School Diploma -
KBDAV, Chandigarh
X -
KBDAV, Chandigarh
Similar Profiles
Kamal KumarKamal Kumar
Indirect Tax, Manager at Macquarie Global Services PvtIndirect Tax, Manager at Macquarie Global Services Pvt
Muskan GuptaMuskan Gupta
Executive at Macquarie Global Services Pvt LtdExecutive at Macquarie Global Services Pvt Ltd
Surbhi RaniSurbhi Rani
Finance Controller Assistant Manager at Macquarie Global Services Pvt. LtdFinance Controller Assistant Manager at Macquarie Global Services Pvt. Ltd