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Suchet Bhalla

@suchetbhalla

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Machine Learning Engineer | MTech CS @ IIT Delhi

India

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What I'm looking for

I want to develop high competence as a Machine Learning Engineer, by building systems—NLP pipelines, RAG, Agentic AI, MCP tool integration. I’m drawn to small teams, ownership & steep learning curves.

I am a graduate of IIT Delhi, where I studied Computer Science and Machine Learning. I have worked as a Data Scientist at a FinTech startup in Bengaluru.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

Independent

Jun 2025 - Present (3 months)

1. Built a scalable, asynchronous backend. Metrics: 1552 RPS @ 6.4 msec latency, in dev (WSL, 8 cores)
2. RAG & MCP tool integration: ETA Sep'25

Docker fastAPI PostgreSQL Redis Nginx API Development Queueing Systems

Associate Data Scientist

QuantumStreet AI

Jun 2024 - Jun 2025 (1 year)

1. Game Theory: Framed model-selection as a cooperative-game; used convex optimization & Dirichlet regression for ensemble weighting
2. Graph-based detection of Multicollinearity: Detected multicollinear features in high-dimensional time-series via graph clustering; improved model performance by 7.3%
3. Text Normalization for Sentiment Analysis: Improved sentiment analysis by normalizing entities

Game Theory Time Series Analysis AWS NLP Mathematical Modeling Statistical Methods Presentation Skills Machine Learning

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology, Delhi

MTech in Computer Science, Computer Science

2022 - 2024

Grade: 8.4

Activities and societies: 1. Created software from scratch: MPEG, AES, RSA, ECC 2. Optimized existing software in NLP (3x speedup): HMM 3. Modified the kernel of a UNIX-like OS: xv6

Achieved AIR 139 in GATE 2021 through self-study