Overview
Technical skills
Timeline
Roles

Overview

GenAI and machine learning engineer with hands-on experience building prediction systems, including GenAI/RAG approaches for information-grounded analysis. Has professional experience applying computer vision and ML pipelines for predictive maintenance and business-focused modeling. Also developed portfolio projects spanning RAG, visual voice activity detection, and churn prediction.
Phone

Technical skills

Languages
4
Python
C++
SQL
C
AI/ML
13
NumPy
OpenCV
Pandas
Scikit-learn
Machine Learning
LLM
LangChain
PyTorch
TensorFlow
Transformers
XGBoost
Computer Vision
Hugging Face
Other
11
Matplotlib
PyTorch C++
TensorFlow C++
RAG
Embeddings
Fine-tuning
Prompt Engineering
Semantic Search
CNN
Hallucination
Semantic Search

Timeline

GenAI Engineer • Middle
MapMyIndia • Full-Time
May 2025 to Present 1 Year 4 Months Delhi In office
Worked on traffic and routing using probe-based GPS data to generate real-time and historical road segment speed estimates. Built and optimized ETA prediction models using probe-derived speed profiles to improve routing accuracy for the navigation engine. Focused on end-to-end ML modeling workflows for prediction tasks.
Machine Learning Engineer • Middle
Quantiphi Analytics • Full-Time
Sep 2022 to Jul 2023 10 Months Mumbai In office
Developed a computer-vision system for predictive maintenance of machinery objects to reduce downtime and unscheduled labor. Built an encoder-decoder pipeline using reconstruction error and structural similarity for fault detection, improving detection rates and lowering maintenance costs. Delivered results aligned to maintenance performance metrics.
OpenCV
Computer Vision
Python Intern • Junior
Persistent Systems • Internship
Jan 2022 to Jul 2022 6 Months Nagpur In office
Gained hands-on experience with the Python data science stack, including data processing and modeling workflows. Worked with NumPy, Pandas, Matplotlib, and Scikit-learn for analytics and machine learning exercises. Applied introductory neural network concepts as part of real-world data analysis tasks.
Python
NumPy
Pandas
Matplotlib
Scikit-learn