MKManish Kumar
@user.2519844
Data Scientist | ML, DL, NLP & Generative AI
Noida, India
Manish Kumar is a Data Scientist with an M.Tech in Signal Processing and Machine Learning from IIT Guwahati and over 2.5 years of professional experience at TCS. He specializes in developing ML and DL solutions including NLP, Computer Vision, and Generative AI, and has built systems using LangChain, LLMs, and platforms such as Vertex AI. Manish has delivered production-grade models for AML case prioritization, financial stress indicators, and risk compliance document classification.
Experience
Data Scientist
TCS
Developed an LLM-powered conversational system using LangChain. Created ANN for client risk scoring. Built early warning indicator using time series (ARIMA, Auto-ARIMA, SARIMAX). Developed AML case prioritization model with Random Forest, increasing efficiency by 40%. Implemented NLP+OCR algorithm for risk compliance PDF extraction and LSTM for document classification. Deployed ML/DL solutions using CI/CD pipeline on AWS via GitLab. Created Flask endpoints for model serving.
Education
IIT Guwahati
M.Tech
Signal Processing and Machine Learning
Coursework: Machine Learning, Linear Algebra and Optimization, Image Processing, Deep Learning, Statistical Analysis
Jamia Millia Islamia
B.Tech
Electrical Engineering