Kundan Kumar — Operations Associate
Experienced Senior Manager with a strong background in AI-driven solutions and data science, currently leading a 5-member team at Freecharge. Skilled in developing advanced models like Retrieval-Augmented Generation (RAG) chatbots, risk assessment tools, and hyper-personalization systems for enhancing customer engagement and product offerings. Proficient in Generative AI models (GPT 3.5, Llama 3), machine learning algorithms, and frameworks like LangChain and Hugging Face. Extensive experience in risk modeling, lending products, and collections strategies, with a proven track record of improving operational efficiency and product performance. Holds a B.Tech in ECE from NIT Silchar. Skills: Gen AI: GPT 3.5, Llama 3, Mistral Framework: LangChain, Hugging Face, Llama Index, Pytorch, Tensorflow Vector Database: FAISS, Chromadb Programming: Python, Redshift, PySpark, SQL, ML Algorithm: Linear Regression, Logistics Regression, Decision Tree, Random Forest, XGBoost, K-means clustering, SVM, KNN, Time Series Forecasting, CatBoost, CNN, RNN, LSTM, YOLO V8, Tools and Technologies: Tableau, Excel, Apache Airflow, Cloud: AWS, Docker, Sagemaker, EMR, Bedrock, Lambda, CI CD
Stackforce AI infers this person is a Fintech expert specializing in AI-driven data science solutions.
Location: Bangalore Urban, Karnataka, India
Experience: 9 yrs 6 mos
Skills
- Ai-driven Solutions
- Data Science
Career Highlights
- Led a team to develop AI-driven solutions.
- Expert in Generative AI and machine learning algorithms.
- Proven track record in risk modeling and operational efficiency.
Work Experience
Freecharge
Analytics Manager (4 yrs 2 mos)
Deputy Manager (1 yr 2 mos)
TVS Credit Services Ltd.
Senior Data Scientist (1 yr)
Ericsson
Project Planner (3 yrs 2 mos)
Data Scientist (3 yrs 2 mos)
Network Engineer (2 yrs 2 mos)
Education
Bachelor of Technology (B.Tech.) at National Institute of Technology Silchar
Higher Secondary at N. K College Nataul, Masaurahi
High School at High School, Fatuha