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Dileep Maloth

Data Scientist

Hyderabad, Telangana, India2 yrs 5 mos experience
Most Likely To Switch

Key Highlights

  • Led development of LLM-powered chatbot.
  • Achieved 88.8% accuracy in ML models.
  • Expert in building scalable AI pipelines.
Stackforce AI infers this person is a Machine Learning Engineer with expertise in AI-driven SaaS solutions.

Contact

Skills

Core Skills

Machine LearningSoftware Engineering

Other Skills

APIAlgorithmsAmazon Web Services (AWS)C#C++CypherDYNAMIC LINKED LIBRARYDocker ProductsFastAPIFlutterGraph AnalyticsIRISLLMsMeshLabMultithreading

About

Hello, I'm Dileep Maloth, a Mathematics and Computing graduate from IIT Kharagpur, passionate about building intelligent systems at the intersection of software engineering and machine learning. I bring hands-on experience in developing LLM-powered applications, knowledge graphs, and scalable AI pipelines. At Aiseberg Pvt. Ltd., I led the development of a production-grade Neo4j + Qdrant chatbot that combines Cypher querying, semantic search, and multithreaded LLM backends — significantly reducing latency and improving user experience. Previously, at CNO Financial Group and York University, I automated analytics workflows and deployed ML models that enhanced operational efficiency and decision-making. My internship at Intech Additive Solutions sharpened my low-level programming and API design skills for industrial automation systems. I work fluently with Python, C++, Neo4j, Docker, FastAPI, AWS, and libraries such as PyTorch, LangChain, and Scikit-learn. My strengths lie in building robust machine learning solutions and deploying them at scale with clean engineering practices. I'm actively seeking opportunities in ML Engineering, Applied AI, or Software Development roles where I can contribute to building scalable, intelligent systems.

Experience

2 yrs 5 mos
Total Experience
1 yr 2 mos
Average Tenure
1 yr 8 mos
Current Experience

Aiseberg pvt. ltd.

Data Scientist

Oct 2024Present · 1 yr 8 mos · Bengaluru, Karnataka, India · On-site

  • I have worked extensively on knowledge graphs, RAG pipelines, and embeddings. Worked heavily on Neo4j database, creating optimized schemas and storing embeddings in Qdrant vector database. Optimized retrieval time to milliseconds through multithreading and hybrid search implementations. Built FastAPI endpoints so that anyone can chat with our Neo4j database using natural language queries through NL-to-Cypher conversion. Developed complete graph-based product onboarding systems using BFS algorithms and semantic matching, and implemented Louvain community detection for data validation achieving 0.89 modularity.
  • Created ML-based link prediction models using XGBoost with role-responsibility embeddings, achieving 88.8% accuracy for orphan node recovery. Architected knowledge graph schemas by analyzing real sales flows, designed adaptive sharding strategies, and enhanced graph querying through advanced indexing and traversal path planning. Built end-to-end pipelines combining semantic similarity search from Qdrant with property-based retrieval from Neo4j for comprehensive chatbot responses.
  • Technologies: Neo4j, Qdrant, FastAPI, XGBoost, LLMs, Cypher, Python, RAG, Graph Analytics, Semantic Search
Neo4jQdrantFastAPIXGBoostLLMsCypher+6

Cno financial group

Data Analyst

Jul 2024Sep 2024 · 2 mos · United States · Remote

York university

Data Scientist

Dec 2023Jan 2024 · 1 mo

Machine LearningStatistics

Intech additive solutions

Software Engineer

May 2023Feb 2024 · 9 mos · Bengaluru, Karnataka, India · On-site

MultithreadingAPIC++C#Software Engineering

British airways

Data Scientist

Nov 2022Dec 2022 · 1 mo

Natural Language Processing (NLP)Web ScrapingMachine LearningPandaNLTK

Waves technology - technology for innovators

Software Developer

May 2022Jun 2022 · 1 mo · Surat, Gujarat, India

C++AlgorithmsMeshLabDYNAMIC LINKED LIBRARYSTLSoftware Engineering

Education

Indian Institute of Technology Kharagpur

Master's degree — Mathematics and Computer Science

Jan 2019Jan 2024

Sri Chaitanya Junior College

12th — Science

Apr 2016Apr 2018

The Legend High School

10th

Apr 2016Present

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Dileep Maloth - Data Scientist | Stackforce