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Madhumitha
Kolkar

AI/ML Engineer

Machine Learning Engineer specializing in LLMs , Natural Language Processing, Computer Vision , Deep Learning, Classical ML, Generative AI, RAG and what not !

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Changing the world with code !

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01 PROFESSIONAL

MY TECHNICAL SKILLS

PYTHON

90%

GENAI / RAG

85%

NLP / LLM

90%

COMPUTER VISION

80%

DEEP LEARNING

90%

CLASSICAL ML

90%

AI Agents

80%

Programming Languages: Python (NumPy, Pandas, Matplotlib, Scikit-learn, T ensorFlow, Keras, PyT orch,

OpenCV , MediaPipe, DeepFace), Kotlin, Git, MCP.

Model Deployment: Flask, FastAPI, Streamlit

Databases: MySQL, PostgreSQL (pg_trgm), FAISS, Pinecone

Cloud & ML Ops: A WS (Lambda, S3, EC2), Docker , Hugging Face, Airflow .

Machine Learning Techniques: LLMs, T ransformers, LSTMs, CNNs, XGBoost, Diffusion Models,Semantic Search, RAG, Few-shot Learning, Prompt Engineering, AI Agents, word2vec, GloV e, wav2vec, YOLO, ResNet, Stable Diffusion.

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Conscious Algorithms : A Talk On AI Safety , Google

PROFESSIONAL 

02 PORTFOLIO

MY LATEST WORK. SEE MORE , 

03 Experience

2024 - 

Stealth AI

2021-2024

Machine Learning Engineer
Working on Machine Learning and Generative AI projects focussing on - LLMs , fine tuning , RAG , AI Agents , building and deploying models from scratch and a lot of research !

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Technology : Python, GenAI, Natural Language Processing, LLMs, OpenAI, Computer Vision, Image Processing, LSTM, CNN, RNN, Neural Networks, Generative AI , RAG , Agents , DeepSeek , Vector DBs, Stable Diffusion .

Mercedes Benz Research and Development, India

Machine Learning Engineer
Worked on state of the art Machine Learning and AI projects, utlizing Natural Language Processing , Deep Learning , Neural Networks, RNNs etc. Built production grade ML models, and contributed to innovation and research.

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Technology : Python, Natural Language Processing, Computer Vision, Image Processing, LSTM, CNN, RNN, Neural Networks, LLMs, Spacy, NLTK, BERT, Generative AI , Retrieval Augmented Generation, pandas, numpy , scikit-learn , matplotlib etc

2020-2021

Deloitte

Data Scientist
Worked on Machine Learning based projects, pertaining to Convolutional Neural Networks , Speech Recognition, Speaker Diarization etc. Built a legal speech recognizer for an Autralian Law firm cutting annual costs by $500,000.

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Technology : Python, Machine Learning, CNN, Speaker Diarization, RNN, pandas , numpy , pyannote etc.

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EXPERIENCE
PORTFOLIO
CONTACT
CONTACT

Hey , do drop your details and I will get back to you. Or feel free to contact me via the emial/phone number provided below.

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madhumithakolkar@gmail.com

Phone : +91 8088328962

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@2024 Created by Madhumitha Kolkar 

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