Deep Research. Collaboration. Innovation. Productization.

Deep Research on the ML and AI projects I undertake.

Collaboration to understand the needs of subject matter experts and stakeholders.

Innovation to differentiate your work and add to technical growth within your organization.

Productization to transform ideas and research insights into tangible, measurable ROI.

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I am an experienced AI Scientist and Engineer with over 7 years of practice in developing and transforming innovative AI methods into validated, impactful translational solutions, particularly at the intersection of computational science, biomedicine, clinical, and pharma. I am open and willing to transition to the medical devices, health, food sciences, drug discovery and wellbeing domains.

Read ahead for my skills

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1️⃣ Applied AI

• LLM pretraining and Fine tuning
• Deep Learning Architectures
• Agentic AI
• RAG
• Active Learning (AL), Semi-supervision
• Data-centric AI
• Prompt Engineering
• Model Evaluation
• Interpretability

2️⃣ Tech Stack & Tools 💻

• Python, PyTorch, Java, R
• HuggingFace, LangChain
• MLOps: Git, MLflow, DVC, Docker, CI/CD
• Knowledge Graphs, Neo4j
• DBs: ElasticSearch, Postgresql
• Data Engineering: Apache Airflow
• RAG: Apache OpenSearch, Qdrant
• Cloud: AWS
• Understanding of Statistics and Calculus

3️⃣ Application Areas 🧬

• Background in Bioinformatics
• Focus on Computational Science & Biomedicine
• Applied AI for Rational Drug Design
• Skills in Biological Annotation & Knowledge Extraction
• Multi-modal Clinical Data
• Generating Biomarker Hypotheses
• Clinical trial literature screening

4️⃣ Pipeline & Project Execution ⚙️

• End-to-end ML/DL Pipeline Design
• PoC to MVP Translation
• Delivering Automation Solutions
• Robustness and Quality Control (QC)
• Benchmarking
• Statistical Analysis

5️⃣ Soft Skills 🤝

• Self-aware
• Managing volunteer and cross-functional teams
• Supervision and Mentorship
• Strong Collaboration with Developers/SMEs
• Stakeholder Satisfaction and Coordination
• Adaptable, Detail-oriented
• Independent as wells as a Team-player

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I ❤︎ Yoga. #ConsciousPlanet

I care about Soil Health #SaveSoil