---
title: "Sujata Ramteke - AI ML Developer in Pune District | Tal"
description: "Meet Sujata Ramteke, IIT Bombay | MEMS | Dual Degree based in Pune District. AI stack includes anthropic apis, claude code, and cursor. Explore public work links including github."
image: "https://tal.club/meet/sujata-uday-ramteke/share-image"
---

# Sujata Ramteke on Tal

## Headline

IIT Bombay \| MEMS \| Dual Degree

## Location

Pune District

## AI stack

anthropic apis

claude code

cursor

gemini

hugging face

langchain

langgraph

langsmith

mcp

metaai

ollama

openai

## Work experience

AI ML Developer at nCircle Tech, Jan 2026 \- Present · 7 mos, Pune District, Maharashtra, India, • Developed a Convolutional Neural Network \(CNN\) for cat and dog image classification, implementing image processing, augmentation and model optimization to achieve robust classification performance • Built an end\-to\-end 3D image segmentation pipeline by performing label distribution analysis, point\-percentage computation, converting PLY point\-cloud files to NPY format & merging processed datasets for efficient model training • Trained and fine\-tuned the Pointcept Transformer PT\-V3 M1 Base pretrained model for semantic segmentation, monitoring mIoU & mean accuracy metrics to achieve strong generalization performance while mitigating underfitting & overfitting through systematic hyperparameter tuning

Teaching Assistant MM435 at Indian Institute of Technology, Bombay, Jul 2024 \- Dec 2024 · 6 mos, IIT Bombay, Overseeing logistics of 120\+ students in a course, evaluating, grading submissions and conducting doubt sessions Scilab Designed a 4\-week course in a team, with assignments aimed at introducing simulation platform Scilab Hands – on Guiding students on prototyping & comprehensive understanding within the laboratory environment Process Control Lab Collaborating with the course to prepare comprehensive lab manuals and detailed instructional materials Provided hands\-on guidance to students in lab, ensuring proper setup and safe operations

Master's Thesis at Indian Institute of Technology, Bombay, Jul 2024 \- Jul 2024 · 1 mo, On\-site, Devising Bayesian Probabilistic Model for band parameter optimization, curbing trials & computational needs • Validating 90% right accuracy for SPB model, motivating exploration of a multi\-band model with 10\+ variables • Conducting Hyperparameter tuning with CNN from data\-driven trend analysis on a 3\-variable system of SPB Model

Research And Development Engineer at JSW Steel, May 2024 \- Aug 2024 · 4 mos, Dolvi, Mumbai, Strategy • Analyzed 45\+ research papers on steel slag, by identifying strategies for sustainable agriculture • Highlighted 7\+ distinct methods for steel slag amendment optimizing soil properties & crop yield • Evaluated 8\+ field studies demonstrating results of steel converter slag in Konkan, Maharashtra Impact • Judged environmental impact: reduced soil acidity, that increase soil pH by 1\.5\-5\.0 units in crops • Boosted crop yield by 30%, using Dhruvi gold fertilizer with essential nutrients: CaO & SiO2 • Aided sustainable waste management by converting 25% into agricultural input; scalability: 70%

System Administrator at Indian Institute of Technology, Bombay, May 2023 \- Apr 2024 · 1 yr, IIT Bombay, Liaisoned between 1050\+ students and computer centre, co\-ordinated in a 3\-tier hostel council of 7\+ members Leadership • Spearheaded the deployment of wireless networks in 6\+ recreational rooms enhancing connectivity • Enhanced system stability by segregating MCB switches boards, demonstrating better infrastructure Initiatives • Implemented 2 python scripts to enhance functionality & ensure the delivery of high\-quality results • Organized regular visits of CC personnel & vendors twice a week fostering proactive maintenance Duties • Promoted complaints portal use to facilitate grievance resolution and enhance students’ satisfaction • Ensured smooth internet connectivity in the hostel and efficiently managed email inflow and outflow • Assisted in council, organizing hostel events, ensuring streamlined execution and maximum impact

## Education

B\.Tech \+M\.Tech, Metallurgical Engineering And Materials Science, Indian Institute of Technology, Bombay

## Public links

- github: https://github\.com/ramtekesujata

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

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