Venkat Manish

Software Engineer

Hyderabad, Telangana, India1 yr 5 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Developed AI solutions for Volkswagen Group.
Awarded AIR 1 at national hackathon for conversational AI.
Expertise in Generative AI and Natural Language Processing.

Stackforce AI infers this person is a skilled AI Engineer with expertise in Generative AI and Machine Learning across various industries.

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Skills

Core Skills

Machine LearningArtificial Intelligence (ai)Natural Language Processing (nlp)Data EngineeringLarge Language Models (llm)Knowledge GraphsGenerative Ai

Other Skills

AI AgentsAlgorithmsAmazon EC2Amazon QAmazon Web Services (AWS)Analytical SkillsBeautiful SoupBlockchainBusiness AnalysisC (Programming Language)C++CanvaCascading Style Sheets (CSS)Computer ScienceConvolutional Neural Networks (CNN)

About

I'm an AI Engineer passionate about building intelligent systems that solve real-world problems. At Volkswagen Group Technology Solutions, I’ve developed AI solutions like RAG-based chatbots, fine-tuned LLMs, and a multi-agent framework using Azure OpenAI.My work spans Machine Learning, Deep Learning, Natural Language Processing,Generative AI, Agentic AI, LangChain, LlamaIndex, vector DBs, knowledge graphs, and multi-GPU LLM inference optimization. I’ve also deployed AI dashboards and production-ready AI services, optimized cost via hybrid model strategies, and built data pipelines for unstructured documents at scale.Academically, I hold a B.Tech in Computer Science (AI & ML) and led impactful projects in medical imaging and education-focused generative tools and many more.I was awarded AIR 1 at Volkswagen’s national hackathon for building a conversational AI assistant.I'm currently exploring opportunities in Machine Learning, AI Engineer, Generative AI, Data Scientist and applied research roles. Let’s connect!

Experience

1 yr 5 mos

Total Experience

1 yr 5 mos

Average Tenure

Current Experience

Volkswagen group technology solutions india

2 roles

Software Engineer - AI/ML

Jul 2024 – Dec 2025 · 1 yr 5 mos

Software DevelopmentLarge Language Models (LLM)Generative AIMachine LearningDeep LearningNatural Language Processing (NLP)+5

Data Science Intern

Dec 2023 – Jun 2024 · 6 mos

CTO Department (R&D)
Developed an AI chatbot for Volkswagen using Mixtral Model with a RAG approach, experimenting with various embedding
models, retrievers, and chunking strategies. Enhanced and optimized chatbot functionalities.
Fine-tuned the Llama model for Skoda Kushaq chatbot. Utilized Langchain and LlamaIndex for development.
Contributed to Docker tasks along with monitoring and deploying on OpenShift for production.
Built a use-case for unstructured data in various formats (PDFs, scanned copies, CSVs, text files, etc.) and developed a data Extraction Pipeline.

Python (Programming Language)Machine LearningREST APIsGenerative AI ToolsMicroservicesData Pipelines+6

Atigro

AI Engineer

Feb 2024 – Mar 2024 · 1 mo · Virginia, United States · Remote

Designed an AI-powered dashboard for seamless data retrieval and analytics visualization.
Developed a Text-to-SQL pipeline to convert user queries into SQL, and generate analytics.
Optimizing performance by leveraging Llama for complex queries and Phi for cost-efficient, common queries.
Utilized LangChain for efficient SQL database interaction and query execution.

GpuREST APIsLarge Language Models (LLM)FlaskLinuxPython (Programming Language)+4

Digiotai solutions

Artificial Intelligence Intern

Dec 2023 – Dec 2023 · 0 mo · Austin, Texas, United States · Remote

Spearheaded the development of a cutting-edge Generative AI Knowledge Graph for a Maritime Lighthouse application using KG-RAG framework. In this project, we leverage OpenAI GPT models to dynamically generate content and implement a Graph Database for efficient knowledge storage and retrieval. The user interface is streamlined with the integration of an intuitive Streamlit platform, allowing users to input queries and receive contextually relevant responses. The ongoing focus involves refining the solution, with plans to incorporate real-time data integration for up-to-the-minute information. Overall, this project represents a seamless fusion of Generative AI, Graph Database technology, and Streamlit for an enhanced user experience in the maritime domain.

Knowledge GraphsFastAPIRAGFine TuningPyTorchTransformers+2

Suvidha foundation (suvidha mahila mandal)

Machine Learning Intern

Sep 2023 – Oct 2023 · 1 mo · Hyderabad, Telangana, India · Remote

Developed ML models for predictive analytics and natural language understanding, enhancing chatbot
accuracy for real-time user interactions.
Implemented NLP techniques using Hugging Face Transformers for text classification and sentiment
analysis, improving automated response quality.
Optimized ML pipelines by applying feature engineering, hyperparameter tuning, and model
compression, reducing computation costs while maintaining high F1-score and accuracy.
Conducted predictive modeling to analyze women’s safety concerns, identifying high-risk patterns in
text data to improve safety-related interventions.
Evaluated and deployed AI-driven chatbots that provided real-time support and guidance on women’s
safety, improving response efficiency by 25%.
Collaborated on multiple AI-driven projects, integrating retrieval-based approaches, embeddings, and
NLP models to enhance system effectiveness.

Machine LearningStatisticsData ModelingData PreparationPrincipal Component AnalysisFeature Engineering+1

Girlscript summer of code

Open Source Developer

May 2023 – Aug 2023 · 3 mos · Hyderabad, Telangana, India · Remote

GirlScript Summer Of Code is a three-month-long Open-Source Program conducted by the Girlscript Foundation. With constant efforts, we get to contribute to numerous real- world projects,while collaborating with other like-minded individuals around the world.
Implemented cryptography techniques and reduced data breaches by 60% over the project’s span.
Optimized Solidity smart contract, leading to a 50% reduction in gas costs, enhancing transaction efficiency and affordability.

Open-Source Development

Tryst, iit delhi

Campus Ambassador

May 2021 – Jun 2021 · 1 mo · Hyderabad, Telangana, India · On-site

Collaborated closely with the core team of Tryst, ensuring smooth communication and providing consistent feedback for improved event planning and execution.