Summary
Overview
Work History
Education
Skills
Accomplishments
Certification
Timeline
Generic

Harsh Kanojia

Jaipur

Summary

Results-driven Machine Learning Engineer and Senior Consultant with over three years of experience designing and deploying AI-powered solutions across government and enterprise domains. Proven expertise in machine learning, time series forecasting, generative AI, computer vision, and Retrieval-Augmented Generation (RAG). Led large-scale projects involving multi-tenant systems, revenue leakage detection, and real-time anomaly detection, leveraging technologies such as Python, scikit-learn, SARIMAX, YOLO, FastAPI, GPT/LLaMA, Pinecone, AWS, and Azure. Adept at translating complex datasets spanning GST, Excise, Mining, and Transport into actionable insights for strategic decision-making. Strong background in cloud-native development, scalable architecture, and cross-functional collaboration in Agile environments.

Overview

4
4
years of professional experience
1
1
Certification

Work History

Senior Consultant

Deloitte
Jaipur
07.2025 - Current
  • Spearheading the development and training of advanced machine learning models using existing datasets from key revenue-generating departments, including GST, Excise, Mining, and Transport.
  • Conducting in-depth analysis of transactional, compliance, and operational data to uncover patterns and anomalies that signal potential revenue leakages across departments and regions.
  • Collaborating with government stakeholders and cross-functional teams to transform raw data into actionable insights, enabling data-driven decision-making and optimized revenue recovery strategies.
  • Leveraging tools such as Python, SARIMAX, scikit-learn, ML models, and agentic AI to build scalable, explainable, and production-ready models that integrate seamlessly into government revenue workflows.

Software Engineer

Pratham Software India
Jaipur
07.2022 - 07.2025
  • Led the design, development, and deployment of a fully customizable, multi-tenant classification system, covering architecture planning to production rollout.
  • Engineered scalable, modular data preprocessing pipelines to automate data cleaning, transformation, and validation, improving system robustness and adaptability.
  • Built and fine-tuned traditional ML algorithms with dynamic, configurable architectures to meet tenant-specific requirements without code rewrites, using scikit-learn, Pandas, NumPy, and joblib for training, evaluation, and model serialization.
  • Designed advanced attribute extraction and intelligent clustering pipelines with large language models to enhance item organization and improve downstream search and recommendation systems.
  • Developed and deployed end-to-end Retrieval-Augmented Generation (RAG) workflows, integrating prompt engineering, semantic search, and generative language models (GPT, LLaMA) for contextualized responses, leveraging Pinecone for scalable vector storage and retrieval.
  • Delivered a computer vision pipeline for real-time anomaly detection in critical vehicle components, using YOLO, transfer learning, quantization, ONNX conversion, and DeepSparse to optimize inference speed, and deploy models on edge devices for live video streaming.
  • Managed data collection and annotation processes with tools like Roboflow, collaborating with embedded systems teams to ensure consistent, real-world performance of the deployed models.

Software Engineer Intern

Pratham Software India
Jaipur
01.2022 - 06.2022
  • Contributed to the development of backend services using the Flask framework, building RESTful APIs to support scalable web applications.
  • Designed and implemented API endpoints for data retrieval, processing, and integration with frontend components, ensuring secure and efficient communication.
  • Collaborated with senior developers to understand project architecture, followed Onion design patterns, and applied best practices in Python programming and backend development.
  • Participated in code reviews, testing, and debugging processes to ensure code quality and maintainability.
  • Gained hands-on experience with tools such as Postman, Git, and SQL, enhancing backend functionality and application performance.

Education

B.Tech - Electronics And Communications

SKIT
Jaipur
08-2022

Skills

  • Machine learning
  • Advanced analytics
  • Data visualization
  • Model optimization
  • Software development
  • Deep Learning
  • NLP
  • Computer Vision
  • Generative AI
  • OpenAI and LLMs
  • Statistical Data Analysis
  • Prompt Engineering
  • SkLearn
  • Tensorflow
  • Spacy
  • Pandas
  • NLTK
  • Gensim
  • FastAPI
  • PyTest
  • Flask API
  • Pickle
  • Numpy
  • YOLO
  • Pytorch
  • AWS
  • Azure
  • API development

Accomplishments

  • Awarded quality & delivery excellence in 2025
  • Winner of the Datathon organized by Pratham Software in 2024
  • Emerging employee of the year in 2023

Certification

  • Azure AI Fundamentals

Timeline

Senior Consultant

Deloitte
07.2025 - Current

Software Engineer

Pratham Software India
07.2022 - 07.2025

Software Engineer Intern

Pratham Software India
01.2022 - 06.2022

B.Tech - Electronics And Communications

SKIT

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Harsh Kanojia