M

Manish Mazumder

AI Researcher

Bengaluru, Karnataka, India6 yrs 2 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Expert in building scalable AI and ML models.
  • Developed innovative healthcare AI applications.
  • Mentor for aspiring AI and ML professionals.
Stackforce AI infers this person is a Machine Learning Engineer specializing in Healthcare and SaaS applications.

Contact

Skills

Core Skills

Machine LearningGenerative AiNatural Language Processing (nlp)Application Programming Interfaces (api)

Other Skills

API DevelopmentAWSAgentic AIAirflowAlgorithmsArtificial Neural NetworksAzureComputer VisionContent CreationDeep LearningDockerFastAPIGitlabGo (Programming Language)Huggingface

About

Machine Learning Engineer | AI Innovator | Data Science Enthusiast With around 3 years of experience in AI and ML, I specialize in building scalable models, fine-tuning large language models (LLMs), and implementing efficient RAG systems to enhance automation, search, and decision-making. I’ve led the development of vision-based AI for extracting structured data from complex documents and built natural language interfaces for large-scale databases. My work in semantic caching and API optimization has reduced latency and improved scalability. In healthcare, I’ve developed AI-powered chatbots, automated predictive analytics, and optimized workflows for risk assessment and decision support. Beyond engineering, I’m passionate about tech education. I’ve built a vibrant learning community, mentoring professionals and students in AI, ML, and GATE preparation. I hold an M.Tech in CSE from IIT Kanpur. My research on GANs for motion planning advanced efficiency in autonomous navigation. 🔹 Skills: Python, C++, Tensorflow, Pytorch, Scikit-learn, Numpy, Pandas, FastAPI, Docker, AWS, VectorDB, MongoDB, SQL, Huggingface, Azure, RestAPI 🔹 Expertise: Machine Learning, NLP, Generative AI, LLMs, RAG, Deep Learning, Computer Vision 🔹 Achievements: LinkedIn Top Voice 2024 | AI Thought Leader | GATE CS 99.6 Percentile 🔹 Education: M.Tech CSE, IIT Kanpur | B.Tech CSE, Kalyani Govt. Engineering College I am passionate about solving complex AI challenges, driving innovation, and making AI more accessible, scalable, and impactful. Let’s connect and explore the future of AI together! Feel free to reach out: manishmazumder@gmail.com

Experience

Voicing ai

Machine Learning Research Engineer

Jun 2025Present · 9 mos · Bengaluru, Karnataka, India · Remote

Text-to-SpeechLarge Language Models (LLM)PyTorchAgentic AIGenerative AIMachine Learning

Iopex technologies

Machine Learning Engineer - II

May 2024Jun 2025 · 1 yr 1 mo · Bengaluru, Karnataka, India · Hybrid

  • Developing large scale state-of-the-art TEXT-to-SQL engine to create most complex queries with simple English text; making life easier for people with no SQL knowledge
  • Working on secure and advanced RAG pipeline to build an AI virtual agent to chat with private organisational data
  • Implemented semantic caching mechanism that reduced large number of API calls to LLM, and cut down both response time and cost by 80%
Natural Language Processing (NLP)Python (Programming Language)FastAPILarge Language Models (LLM)Machine LearningDeep Learning

Topmate.io

Student Mentor

Sep 2023Present · 2 yrs 6 mos · Remote · Remote

Awone

Data Scientist

Jun 2023May 2024 · 11 mos · Bengaluru, Karnataka, India · Hybrid

  • Contributed to the development of cutting-edge healthcare applications at Carelon Global Solutions India by leveraging expertise in RAG, Langchain, FastAPI, VectorDB, and Airflow.
  • Spearheaded the creation of a RAG-based Q&A Chatbot in collaboration with Langchain, OpenAI, and VectorDB to provide accurate responses to health insurance inquiries.
  • Implemented a Python Automation pipeline to calculate risk scores for individual patients across 30+ clinics, enhancing operational efficiency.
  • Designed and implemented a patient scheduling algorithm based on the risk scores generated.
  • Played a key role in ensuring the security of healthcare applications by utilizing the Langchain framework in conjunction with the Llama2 open-source model.
API DevelopmentMachine LearningNatural Language Processing (NLP)Python (Programming Language)Deep LearningSQL+2

Startups in e-commerce & ed-tech

Freelance ML Engineeer & Content Creator

May 2021Jun 2023 · 2 yrs 1 mo · Remote · Remote

  • Delivered multiple client-based ML solutions involving NLP
  • models for text classification and sentiment analysis on
  • large-scale user reviews.
  • Built end-to-end ML pipelines using Python, and Hugging Face
  • Transformers; seamlessly integrated into client apps using
  • FastAPI and Docker.
  • Created a YouTube channel, reaching 45K+ subscribers, helping
  • students with DSA, AI/ML concepts, and career guidance.
Computer VisionSocial Media MarketingMachine LearningNatural Language Processing (NLP)Video EditingPython (Programming Language)

Vmware

Member Of Technical Staff

Jun 2020Jan 2021 · 7 mos · Bengaluru, Karnataka, India · Hybrid

  • Contributed to the VMware Telco Cloud Automation (TCA) platform, specializing in User Authentication APIs.
  • Developed Python back-end modules to optimize user request handling, resulting in a 20% increase in operational efficiency.
  • Proficient in JAVA, Python, MongoDB, APIs, and Git
IntelliJ IDEAPython (Programming Language)GitlabJavaPerforceApplication Programming Interfaces (API)

Indian institute of technology, kanpur

2 roles

Teaching Assistant

Jan 2020Jun 2020 · 5 mos · Kanpur Area, India

  • CS638 : Formal methods for Robotics and Automation

Teaching Assistant

Aug 2018Nov 2018 · 3 mos · Kanpur Area, India

  • ESC101 : Fundamentals of Computing

Education

Indian Institute of Technology, Kanpur

Master of Technology - MTech — Computer Science

Jan 2018Jan 2020

Kalyani Government Engineering College

Bachelor of Technology — Computer Science and Engineering

Jan 2013Jan 2017

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