---
title: "Pratham Uday G - Machine Learning Engineer in Bengaluru | Tal"
description: "Meet Pratham Uday G, Generative AI , Machine Learning, Data Science based in Bengaluru."
image: "https://tal.club/meet/pratham-uday-g/share-image"
---

# Pratham Uday G on Tal

## Headline

Generative AI , Machine Learning, Data Science

## About

Information Science and Engineering graduate with a strong foundation in Data Science, Artificial Intelligence, and Machine Learning\. Passionate about leveraging data, technology, and problem\-solving skills to deliver innovative solutions and drive meaningful impact in forward\-thinking organizations\. Eager to contribute to projects that harness data\-driven insights, intelligent automation, and cutting\-edge AI/ML techniques to solve real\-world challenges\.

## Location

Bengaluru

## Work experience

Machine Learning Engineer at TURYON Tech Labs Pvt\. Ltd, Aug 2025 \- May 2026 · 10 mos, Designed and implemented a hybrid code\-understanding system SyntaxLens combining rule\-based AST parsing with LLM\-driven semantic inference to explain Python code at three configurable depth levels prioritizing structural precision and reduced hallucination compared to pure LLM approaches\. Built a RAG retrieval layer that injects language\-specific context \(Java idioms, Python\-to\-Java mapping rules\) at inference time using FAISS\-backed vector search, improving explanation accuracy without retraining the base model\. Designed a multi\-step prompt engineering pipeline with structured output validation; enforcing schema checks on LLM responses before surfacing to users reduced incorrect code mappings by \~25–30% \(based on evaluation suite metrics\)\. Built an automated evaluation harness scoring explanation correctness and mapping fidelity using rule\-based validation and semantic similarity checks across a curated test suite, enabling measurable, iterative prompt refinement with clear improvement signals\. Optimized chunking strategy and context window management to achieve sub\-3s end\-to\-end response latency for Python functions up to 150 lines navigating the trade\-off between retrieval depth and token cost to stay within API budget constraints\. Exposed the system via a lightweight REST API layer, enabling integration with a frontend interface for real\-time code explanation queries by end users\. Engineered failure\-handling logic for edge cases \(ambiguous mappings, out\-of\-context snippets\), surfacing graceful fallback explanations instead of raw LLM errors improving perceived system reliability\.

Data Scientist at Intellipaat, Feb 2025 \- Mar 2026 · 1 yr 2 mos, Bengaluru, Karnataka, India, Applied advanced machine learning and Deep Learning algorithms \(Linear Regression, Logistic Regression, Decision Tree, Random Forest, Bagging, Agglomerative Clustering, AdaBoost, Gradient Boost, XGBoost\) , ANN, CNN, RNN , LSTM ,GRU on Kaggle datasets, performed in\-depth EDA, improved model accuracy, F1, Recall Confusion Matrix and created insightful visualizations for data\-driven decision\-making\.

Intern at Intellipaat, Feb 2025 \- Jul 2025 · 6 mos, Executed multiple end\-to\-end ML projects as part of a structured, mentor\-guided industry training program\. Built and iterated end\-to\-end ML pipelines across 4\+ projects spanning data ingestion, preprocessing, feature engineering, model training, and evaluation against production\-style KPIs\. Engineered features from structured and noisy real\-world datasets; applied cross\-validation and hyperparameter search \(GridSearchCV, RandomizedSearch\) to reduce overfitting and improve model generalization\. Integrated trained models into MS SQL Server reporting workflows, enabling near\-real\-time predictions accessible to business stakeholders without ML backgrounds\. Version\-controlled experiments with Git and maintained reproducible notebooks; documented model iterations and evaluation outcomes for team handoff and review cycles\.

## Education

Bachelor of Technology \- BTech, Information Science and Engineering, Presidency University Bangalore

[View the original profile](https://tal.club/meet/pratham-uday-g)

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