Ankit Malviya

About Ankit Malviya

Professional Summary -# Highly motivated professional with strong academic background and leadership quality.# Having exposure of Core Research & Development, Pre-Sales, Post-Sales.# Currently working at EXL Analytics as Senior R&D Manager. Providing core research & development, technical skills and consulting services to accelerate the integration of AI, Data Science and Cloud Computing.# Having Experienced in Generative AI, Deep Learning, GPU, LLMs, HPC, Data Science, Big Data, Cognitive and Cloud Computing.# Has experience of conducting Training, Enablements and Tech Talks for Industry & Universities.# Proficient in Client Management.Competencies -* Certified Generative AI Solution Architect* Project Management Professional (PMP)* Certified Scrum Master* Deep Learning Specialization* Certified for Tensorflow, PyTorch and HPC* Have Experience of working on Nvidia Clara SDK, DataRobot, Seldon Core, Apache Airflow * Certified Data Architect* Big Data Certifications from university of California San Diego* Data Science Certifications from John Hopkins University* Wiley Certified Big Data Analyst (WCBDA), R Programming & Hadoop* IBM certified professional in many technologies Hadoop, MapReduce, Hive, Pig, Spark, Solr* Developed algorithms for almost all kind of datasets for instance Numerical data, Text data, Web data, Image Data, High Dimensional data, class imbalanced data and Big data.Specialties -+ AI+ LLM Fine-tuning, Autonomous Multi Agents, Knowledge Graphs, RAGs+NLP, Speech to Text Translation, Summarization,+ Continual Learning, Representation Learning, Unsupervised Learning, Self Supervised Learning+ Medical Imaging+ Deep Learning+ GPU Programing, CUDA+ Cognitive Computing+ Machine Learning+ Hybrid Cloud+ SAAS, PASS+ Big Data Tools (Hadoop, Spark, HBase, Hive, Pig, Kafka, Flume, Solr, Spark SQL, Spark Streaming, Flink, Splunk)+ Data Analytics Tools (R, Python, Matlab, Knime, SPSS)+ Predictive Modeling techniques+ Web Mining (Crawlers Creation, Semantic Web Mining.)+ Statistical Analysis+ Visualization Tools (Graffana,Tableau, D3, RF-Flow)+ SQL and NoSQL+ Text Analytics (Sentiment analysis, Text extraction. Text Summarization)+ Graph Analytics (Neo4j, GraphX, Giraph)+ Algorithm Development+ Image Processing+ Pre-Sales, Tech-Sales,+ Technical Architecture+ Enterprise Resource Planning (ERP)+ Enterprise Data Warehouse(EDW)

Experience

1. Director Ai Leadership & Innovation

   Tiger Analytics

   Mar 2025 — Present

   Team Leadership & Strategy :# Lead and mentor a high-performing team of applied researchers and data scientists.# Foster a collaborative, innovative culture while aligning team goals with company strategy.# Provide career development, technical guidance, and thought leadership.$ AI Research & Innovation :# Drive cutting-edge R&D in Generative AI, Autonomous agents, LLMs, and advanced analytics.# Stay ahead of emerging trends to keep the team at the forefront of AI innovation.# Translate state-of-the-art research into scalable business applications.$ Project & Program Management :# Oversee end-to-end execution of AI initiatives—from problem scoping to deployment.# Ensure timely, high-impact delivery aligned with business objectives and stakeholder needs.$ Technical Leadership :# Guide development and deployment of ML, NLP, and GenAI Multimodal solutions across diverse use cases.# Apply techniques like Optimization, Continual learning, LoRA, PEFT, and fine-tuning to customize LLMs for business value.# Ensure model accuracy, Explainability, and Observability.$ Cross-Functional Collaboration :# Partner with Engineering, Product, and Consulting teams to embed AI into enterprise workflows.# Engage clients to understand needs, deliver tailored solutions, and drive AI transformation.# Communicate complex AI concepts clearly to non-technical stakeholders.$ Business Impact & Insight :# Leverage data science and machine learning to solve real-world challenges.# Uncover actionable insights from large datasets to fuel decision-making and innovation.# Champion responsible AI use and measurable business outcomes.

Education

• Jawaharlal Nehru University

  Master of Technology (MTech), Computer Science

• Indian Institute of Technology, Indore

  Doctor of Philosophy - PhD, Artificial Intelligence

• Devi Ahilya Vishwavidyalaya

  Bachelor of Engineering (BE), Computer Science

Skills

• Drift
• Machine Learning
• Mdx
• Big Data Analytics
• Splunk
• Tableau
• Matlab
• C
• Linux
• Apache Spark
• Erp
• Html
• Oracle
• Data Mining
• Java Enterprise Edition
• Management
• Neo4j
• Mathematical Optimization
• Xml
• Tmg
• Apache Pig
• Flume
• C++
• Research and Development (R&D)
• Cassandra
• Hql
• Streams
• Hive
• Hadoop
• Xml Schema
• Web Mining
• Hbase
• Deep Learning
• Spss
• R
• Soap
• Soa
• Java
• Apache Flink
• Mapreduce