Naman Gupta
Data Scientist | NLP, ML, AI | Driving 50% Efficiency Gains in Text Classification, Anomaly Detection, and $6MM in Cost Savings
- Role
- Software Engineer - Machine Learning at ClearTrail Technologies
- Location
- Indore, MP, IN
- LinkedIn followers
- 500 followers
About Naman Gupta
With a trailblazing 3+ years in the telecom industry, I\'ve led transformative initiatives using advanced analytics, machine learning, and natural language processing (NLP). Renowned for engineering innovative models and automation solutions, I\'ve notably slashed over 100 hours of manual labor by spearheading sophisticated Text Classification models using NLP and deep learning techniques at ClearTrail Technologies. My expertise extends to optimizing operational efficiency and driving substantial cost savings through anomaly detection in telecom operator data.Moreover, in my most recent project, I steered an end-to-end pipeline for predictive analytics, accurately forecasting component failure in heavy-duty vehicles. Leveraging Python, FastAPI, and XgBoost, this initiative resulted in a monumental $6 million in cost savings through preventive maintenance strategies.Proficient in Python (NumPy, pandas, scikit-learn), SQL, TensorFlow, Keras, BI tools like Klera, and cloud platforms such as AWS and Azure, I am passionately seeking roles that capitalize on my dynamic 3+ years of industry experience in data science, NLP, and machine learning to foster innovation and drive tangible success.Keen to tackle challenges that allow me to innovate, solve complex problems, and contribute significantly to cutting-edge teams. Let\'s connect and explore how my impactful achievements and extensive industry experience can elevate your projects and objectives.
Experience
Software Engineer - Machine Learning
Jul 2021 — Present · Indore, IN
Spearheaded a Text Classification model developed for automated FIR report classificationsystem, leveraging NLTK, SpaCy libraries and BERT transformer, Naive Bayes algorithm. Developed a Text Summarizer model that reduced the analysis time by 50% foridentification of early threats on twitter data using NLP (GloVe) and deep learningtechniques. Pioneered an automation solution for segregating English text data from a corpus of 500GBusing language identification apis, resulting in over 100 hours of saved manual labor. Engineered an anomaly detection system for telecom operator data(Airtel, Jio etc) usingK-Nearest Neighbors (KNN) algorithm and statistical techniques to detect anomalies withina massive daily dataset of 6 billion records residing in Solr.
Education
Institute of Engineering & Technology DAVV, Indore
Bachelor of Engineering, Computer Science
2016 — 2020
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