Vivek Salimath
Vivek Salimath AI/ML Engineer
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Vivek Salimath - AI/ML Engineer
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AI/ML Engineer • Computer Vision & Generative AI

AI systems that go from notebook to production.

AI/ML Engineer who ships. Built and deployed NLP, Computer Vision, and Generative AI systems in production — from a 10+ language real-time translation engine to multi-agent LLM analytics platforms. Fluent in Python, PyTorch, TensorFlow, and FastAPI.

10+ Language Real-Time NMT
Multi-Agent LangGraph Workflows
FastAPI Low-Latency Inference
NSQF Level 5 Certified AI Engineer
Explore Featured Projects View Credentials
Gulbarga, Karnataka, India +91 96322 70746 vivekvsalimath@gmail.com LinkedIn GitHub
PROVEN ENGINEERING IMPACT

Bridging machine learning research and real-world deployment.

A track record of taking complex neural architectures and multi-agent workflows from initial exploration to low-latency, scalable APIs.

nmt_service.py
seq2seq attention
Rooman Technologies
10+

Languages Translated in Real-Time

Architected seq2seq deep learning models with attention mechanisms and deployed scalable FastAPI microservices for low-latency multilingual inference.

480+ Hrs

NSQF Level 5 Certified Engineer

Issued by NASSCOM, NCVET & Skill India conforming to national competency standards.

8.1

B.E. in AI & ML (CGPA)

BKIT Bhalki (2021 – 2025). Core theoretical foundation in deep learning, math & systems.

7 Years

Historical Financial Data Modeled

Stacked LSTM networks evaluated with RMSE, MAE & MAPE for Apple stock price forecasting.

LangGraph

Multi-Agent Workflows

Autonomous data ingestion, SQL generation, forecasting, and interactive report creation.

PROFESSIONAL EXPERIENCE

Hands-on engineering in fast-paced production environments.

Delivering resilient machine learning microservices, multi-agent frameworks, and predictive data pipelines.

Data Science & Machine Learning Intern

ExcelR Academy Internship

Apr 2025 – Sep 2025

Customer Churn Prediction: Architected churn prediction models using XGBoost and Random Forest, benchmarking multiple algorithms to select the highest-accuracy approach for production deployment.

NLP Chatbot Systems: Engineered conversational agents using Hugging Face Transformers and GPT-based LLMs to automate high-volume customer query handling with contextual accuracy.

Data Preprocessing & Feature Engineering: Owned end-to-end data cleaning, imputation, and feature extraction across structured and unstructured datasets spanning diverse business domains.

Automated ETL & BI Dashboards: Designed robust ETL pipelines and built interactive analytics dashboards, replacing manual weekly reporting with real-time operational visibility.

Technologies: Python XGBoost Random Forest Hugging Face Transformers GPT LLMs Pandas & NumPy

AI/ML Intern

Rooman Technologies Pvt. Ltd. Internship

Sep 2024 – Apr 2025

Neural Machine Translation (NMT): Architected a real-time NMT system supporting 10+ languages using sequence-to-sequence (seq2seq) deep learning models with attention mechanisms.

FastAPI Microservices: Designed and deployed scalable FastAPI-based microservices powering low-latency, real-time multilingual inference in production environments.

CNN & RNN Deep Learning: Trained and fine-tuned Convolutional and Recurrent neural networks on diverse real-world datasets, boosting contextual accuracy and generalization.

Multimodal & NLP Collaboration: Collaborated cross-functionally on NLP, speech recognition, and multimodal data processing pipelines using Git-based workflows.

Technologies: PyTorch FastAPI Seq2Seq Attention CNNs & RNNs Speech Recognition Git CI/CD
FEATURED WORK & ARCHITECTURE

Production-grade AI systems & intelligent agents.

End-to-end applications designed for autonomy, high throughput, and seamless user interaction.

MULTI-AGENT GENERATIVE AI PLATFORM

AI Data Analyst Platform

A generative-AI-powered analytics platform enabling natural-language queries over uploaded CSV and Excel datasets. Features an autonomous multi-agent workflow engineered with LangGraph to automate data ingestion, automated cleaning, SQL query generation, predictive forecasting, dynamic visualization, and PDF report creation.

Multi-Agent LangGraph orchestration for autonomous task delegation
Containerized with Docker & deployed on AWS with PostgreSQL backend
Natural language to validated SQL execution with error-recovery loops
LangGraph FastAPI PostgreSQL Docker AWS React/Streamlit
Natural Language Query Parsed

"What are top 5 churn risk factors for Q3 by region?"

LangGraph Agent Graph State: EXECUTING
SQL Synthesis
Data Validation
Visualization
Generated Visualization & Forecast
Report generated in 1.4s • Ready for export
AUTONOMOUS MULTI-AGENT
RPA & LLM Workflow Automation

Autonomous Job Hunter & Auto-Apply Agent

An intelligent multi-agent automation engine that searches, parses, and auto-applies to relevant AI/ML roles across Google Jobs, LinkedIn (Easy Apply), and Naukri.com. Features automated semantic ATS score calculation via ChromaDB, dynamic CV customization, and LLM-powered screening questionnaire resolution.

Google Jobs
Real-time Crawl
LinkedIn
Easy Apply Bot
Naukri.com
1-Click Dispatch
Playwright Python ChromaDB LangGraph LLM Reasoning
Test in Sandbox
Computer Vision & Medical AI

Bone Loss Detection

Automated medical diagnostic vision system designed to detect and localize bone loss and osteoporosis from radiographic X-ray scans. Utilizes YOLOv5 object detection with OpenCV CLAHE contrast-enhancement and bounding-box segmentation pipelines.

Computer Vision YOLOv5 OpenCV PyTorch Medical Imaging
Machine Learning & Business Prediction

Customer Churn Prediction

End-to-end customer churn forecasting engine handling severe target class imbalance via SMOTE (Synthetic Minority Over-sampling Technique). Trained hyperparameter-tuned XGBoost and Random Forest models achieving 94.8% benchmarked accuracy.

ML XGBoost SMOTE Business Prediction FastAPI
Test in Sandbox
Deep Learning Seq2Seq

Real-Time Neural Translation (NMT)

Multilingual sequence-to-sequence translation system supporting 10+ languages with attention mechanisms. Packaged into high-throughput FastAPI microservices for real-time inference.

PyTorch FastAPI Seq2Seq Attention
Multimodal Conversational AI

JARVIS Voice AI Assistant

Voice-enabled conversational AI assistant integrating speech recognition, NLP, and LLM APIs for automated task execution, real-time tool calling, and multimodal audio-text interaction.

Speech Rec LLM APIs FastAPI
Time-Series Deep Learning

Apple Stock Forecast (2012–2019)

Stacked LSTM deep learning time-series model with full normalization and sequence generation pipelines. Evaluated with RMSE, MAE, and MAPE metrics to predict 7 years of market trends.

TensorFlow Stacked LSTM Matplotlib
VERIFIED CREDENTIALS & CERTIFICATIONS

Recognized competency in AI, ML & Data Science.

Official certifications and competency evaluations from NASSCOM, NCVET, IBM, Google Cloud, and top AI organizations.

NSQF Level 5 17 Mar 2025

AI - Machine Learning Engineer (SSC/Q8113)

NASSCOM • NCVET • Skill India (PMKVY 4.0)

Conforming to National Skills Qualifications Framework Level 5 (480 Hrs, 16 Credits). Grade B with 94% Non-Core & 75% Core competencies scored.

Certificate No: AEKAA0021QG...
IBM Technology Labs 07 Apr 2025

Real-Time Language Translation Using NMT

IBM India Pvt Ltd • IBM CEP

Bridging language barriers via Neural Machine Translation architectures, seq2seq models with attention, and real-time deep learning execution. Signed by Jagadisha Bhat.

Issuer: IBM Technology Expert Labs
Google Cloud 2024

Generative AI & Prompt Design

Google Cloud Vertex AI

Comprehensive mastery of foundation models, advanced prompt engineering, Vertex AI model orchestration, and structured multimodal output design.

Domain: LLMs & Prompt Architecture
Engineering Certified 2024

AI & Machine Learning Engineer

Rooman Technologies

Hands-on mastery of deep neural networks, CNNs, RNNs, computer vision algorithms, and real-time inference microservice deployments.

Certified Specialist 2025

Data Scientist Essentials

ExcelR Academy

Advanced statistical modeling, regression/classification benchmarks, feature engineering, predictive churn models, and business intelligence pipelines.

Distinguished 2026 – 2027

Personality Value Assessment

GoodSpace AI Private Limited

Verified professional standards under the Goodness Programme: Distinguished ratings in Reliability, Helpfulness, and Teamwork.

Certificate ID: GS-2026-DE7589
TECHNICAL CAPABILITIES & TOOLKIT

End-to-end AI engineering stack.

From tensor mathematics to containerized cloud APIs and autonomous agents.

Languages

Core programming & query

Python (Primary) SQL (PostgreSQL / MySQL) JavaScript

Frameworks & Libraries

Deep learning & Agentic AI

PyTorch TensorFlow / Keras Hugging Face LangGraph LangChain Scikit-learn XGBoost

Databases & Vectors

RAG & persistent storage

ChromaDB FAISS PostgreSQL MongoDB MySQL

Tools & Deployment

Microservices & cloud runtime

FastAPI Flask Docker AWS Git & GitHub VS Code Jupyter / Colab

Core Specializations & Domains

Architectural and research domains

Generative AI Large Language Models (LLMs) Computer Vision Natural Language Processing (NLP) Neural Machine Translation (NMT) Multi-Agent Systems MLOps & Model Deployment Image / Audio / Text Data Pipelines
ACADEMIC FOUNDATION

Education & Engineering Degree

Bachelor of Engineering (B.E.)

Artificial Intelligence & Machine Learning

Bheemanna Khandre Institute of Technology (BKIT), Bhalki

2021 – 2025
CGPA: 8.1 / 10
Coursework Highlights: Data Structures & Algorithms, Deep Learning, Computer Vision, Natural Language Processing, Linear Algebra, Probability & Statistics, Distributed Systems, Software Engineering & Database Systems.
INTERACTIVE ENGINEERING PLAYGROUND

Test the AI Architectures Live.

Experience simulated interactive demos of Vivek's real-time Neural Machine Translation, Multi-Agent LangGraph query synthesis, and Customer Churn modeling.

vivek_ai_runtime v2.4
AGENT: Multi-Platform Job Hunter & Auto-Apply Bot Platforms: Google Jobs • LinkedIn • Naukri
Google Jobs LinkedIn EasyApply Naukri.com
// AutoJob-Bot Multi-Agent Telemetry Log:
[01. Crawler Agent] Connected to Google Jobs, LinkedIn & Naukri API endpoints. Monitoring active postings for "AI/ML Engineer".
[02. Parser Agent] Extracted 22 job listings. Vectorized job descriptions into ChromaDB.
[03. ATS Matcher] Filtered Top 3 High-Confidence Roles (Match: 98.4%):
• LinkedIn: Senior AI Engineer @ TechFlow (Match: 98.8% • EasyApply Ready)
• Naukri: Computer Vision / GenAI Lead @ NeuroMatrix (Match: 97.5%)
• Google Jobs: Machine Learning Microservices Dev @ CloudScale (Match: 99.1%)
[04. Form Solver & Dispatcher] Synthesized screening answers (Years of Python: 3+, Notice: Immediate) & auto-submitted 3 applications.
Vivek Salimath

Vivek Salimath

AI/ML Engineer & Computer Vision Specialist

Gulbarga, Karnataka • Open to AI Engineering & Research Roles

LET'S CONNECT

Let's build AI that actually ships.

Whether you are looking for an AI/ML Engineer to build computer vision architectures, generative AI agents, or real-time NLP pipelines, let's connect and build something exceptional together.

vivekvsalimath@gmail.com
+91 96322 70746
LinkedIn Profile
GitHub Repositories
Gulbarga, Karnataka, India

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